mcp_database.json•542 kB
[
{
"name": "1mcp/agent",
"github_url": "https://github.com/1mcp-app/agent",
"short_description": "A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.",
"detailed_description": "A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "duaraghav8/MCPJungle",
"github_url": "https://github.com/duaraghav8/MCPJungle",
"short_description": "Self-hosted MCP Server registry for enterprise AI Agents",
"detailed_description": "Self-hosted MCP Server registry for enterprise AI Agents",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "glenngillen/mcpmcp-server",
"github_url": "https://github.com/glenngillen/mcpmcp-server",
"short_description": "A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.",
"detailed_description": "A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "hamflx/imagen3-mcp",
"github_url": "https://github.com/hamflx/imagen3-mcp",
"short_description": "A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.",
"detailed_description": "A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "julien040/anyquery",
"github_url": "https://github.com/julien040/anyquery",
"short_description": "Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.",
"detailed_description": "Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "metatool-ai/metatool-app",
"github_url": "https://github.com/metatool-ai/metatool-app",
"short_description": "MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.",
"detailed_description": "MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "mindsdb/mindsdb",
"github_url": "https://github.com/mindsdb/mindsdb",
"short_description": "Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).",
"detailed_description": "Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "particlefuture/MCPDiscovery",
"github_url": "https://github.com/particlefuture/MCPDiscovery",
"short_description": "MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them.",
"detailed_description": "MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "PipedreamHQ/pipedream",
"github_url": "https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol",
"short_description": "Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.",
"detailed_description": "Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "sitbon/magg",
"github_url": "https://github.com/sitbon/magg",
"short_description": "Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.",
"detailed_description": "Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "SureScaleAI/openai-gpt-image-mcp",
"github_url": "https://github.com/SureScaleAI/openai-gpt-image-mcp",
"short_description": "OpenAI GPT image generation/editing MCP server.",
"detailed_description": "OpenAI GPT image generation/editing MCP server.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "sxhxliang/mcp-access-point",
"github_url": "https://github.com/sxhxliang/mcp-access-point",
"short_description": "Turn a web service into an MCP server in one click without making any code changes.",
"detailed_description": "Turn a web service into an MCP server in one click without making any code changes.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "TheLunarCompany/lunar#mcpx",
"github_url": "https://github.com/TheLunarCompany/lunar/tree/main/mcpx",
"short_description": "MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call prioritization, and usage tracking to simplify agent workflows.",
"detailed_description": "MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call prioritization, and usage tracking to simplify agent workflows.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "tigranbs/mcgravity",
"github_url": "https://github.com/tigranbs/mcgravity",
"short_description": "A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.",
"detailed_description": "A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "VeriTeknik/pluggedin-mcp-proxy",
"github_url": "https://github.com/VeriTeknik/pluggedin-mcp-proxy",
"short_description": "A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.",
"detailed_description": "A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "WayStation-ai/mcp",
"github_url": "https://github.com/waystation-ai/mcp",
"short_description": "Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.",
"detailed_description": "Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows"
]
}
},
{
"name": "wegotdocs/open-mcp",
"github_url": "https://github.com/wegotdocs/open-mcp",
"short_description": "Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org",
"detailed_description": "Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "Data-Everything/mcp-server-templates",
"github_url": "https://github.com/Data-Everything/mcp-server-templates",
"short_description": "One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.",
"detailed_description": "One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.",
"category": "Aggregators",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "IO-Aerospace-software-community/mcp-server",
"github_url": "https://github.com/IO-Aerospace-software-engineering/mcp-server",
"short_description": "IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversions, and unit/math utilities. Supports STDIO and SSE transports; Docker and native .NET deployment documented.",
"detailed_description": "IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversions, and unit/math utilities. Supports STDIO and SSE transports; Docker and native .NET deployment documented.",
"category": "Aerospace & Astrodynamics",
"metadata": {
"official": false,
"languages": [
"C#"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"Linux"
]
}
},
{
"name": "8enSmith/mcp-open-library",
"github_url": "https://github.com/8enSmith/mcp-open-library",
"short_description": "A MCP server for the Open Library API that enables AI assistants to search for book information.",
"detailed_description": "A MCP server for the Open Library API that enables AI assistants to search for book information.",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "abhiemj/manim-mcp-server",
"github_url": "https://github.com/abhiemj/manim-mcp-server",
"short_description": "A local MCP server that generates animations using Manim.",
"detailed_description": "A local MCP server that generates animations using Manim.",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"Windows",
"Linux"
]
}
},
{
"name": "ahujasid/blender-mcp",
"github_url": "https://github.com/ahujasid/blender-mcp",
"short_description": "MCP server for working with Blender",
"detailed_description": "MCP server for working with Blender",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "burningion/video-editing-mcp",
"github_url": "https://github.com/burningion/video-editing-mcp",
"short_description": "Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection",
"detailed_description": "Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "cantian-ai/bazi-mcp",
"github_url": "https://github.com/cantian-ai/bazi-mcp",
"short_description": "Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis",
"detailed_description": "Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Windows"
]
}
},
{
"name": "cswkim/discogs-mcp-server",
"github_url": "https://github.com/cswkim/discogs-mcp-server",
"short_description": "MCP server to interact with the Discogs API",
"detailed_description": "MCP server to interact with the Discogs API",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "diivi/aseprite-mcp",
"github_url": "https://github.com/diivi/aseprite-mcp",
"short_description": "MCP server using the Aseprite API to create pixel art",
"detailed_description": "MCP server using the Aseprite API to create pixel art",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "mikechao/metmuseum-mcp",
"github_url": "https://github.com/mikechao/metmuseum-mcp",
"short_description": "Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.",
"detailed_description": "Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "OctoEverywhere/mcp",
"github_url": "https://github.com/OctoEverywhere/mcp",
"short_description": "A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.",
"detailed_description": "A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"C#"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "omni-mcp/isaac-sim-mcp",
"github_url": "https://github.com/omni-mcp/isaac-sim-mcp",
"short_description": "A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.",
"detailed_description": "A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "PatrickPalmer/MayaMCP",
"github_url": "https://github.com/PatrickPalmer/MayaMCP",
"short_description": "MCP server for Autodesk Maya",
"detailed_description": "MCP server for Autodesk Maya",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "r-huijts/oorlogsbronnen-mcp",
"github_url": "https://github.com/r-huijts/oorlogsbronnen-mcp",
"short_description": "Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945)",
"detailed_description": "Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945)",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "r-huijts/rijksmuseum-mcp",
"github_url": "https://github.com/r-huijts/rijksmuseum-mcp",
"short_description": "Rijksmuseum API integration for artwork search, details, and collections",
"detailed_description": "Rijksmuseum API integration for artwork search, details, and collections",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "samuelgursky/davinci-resolve-mcp",
"github_url": "https://github.com/samuelgursky/davinci-resolve-mcp",
"short_description": "MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control",
"detailed_description": "MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "yuna0x0/anilist-mcp",
"github_url": "https://github.com/yuna0x0/anilist-mcp",
"short_description": "A MCP server integrating AniList API for anime and manga information",
"detailed_description": "A MCP server integrating AniList API for anime and manga information",
"category": "Art & Culture",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "genomoncology/biomcp",
"github_url": "https://github.com/genomoncology/biomcp",
"short_description": "Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.",
"detailed_description": "Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.",
"category": "Biology, Medicine and Bioinformatics",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "longevity-genie/biothings-mcp",
"github_url": "https://github.com/longevity-genie/biothings-mcp",
"short_description": "MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information.",
"detailed_description": "MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information.",
"category": "Biology, Medicine and Bioinformatics",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "longevity-genie/gget-mcp",
"github_url": "https://github.com/longevity-genie/gget-mcp",
"short_description": "MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.",
"detailed_description": "MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.",
"category": "Biology, Medicine and Bioinformatics",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "longevity-genie/opengenes-mcp",
"github_url": "https://github.com/longevity-genie/opengenes-mcp",
"short_description": "MCP server for a queryable database for aging and longevity research from the OpenGenes project.",
"detailed_description": "MCP server for a queryable database for aging and longevity research from the OpenGenes project.",
"category": "Biology, Medicine and Bioinformatics",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "longevity-genie/synergy-age-mcp",
"github_url": "https://github.com/longevity-genie/synergy-age-mcp",
"short_description": "MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.",
"detailed_description": "MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.",
"category": "Biology, Medicine and Bioinformatics",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "wso2/fhir-mcp-server",
"github_url": "https://github.com/wso2/fhir-mcp-server",
"short_description": "Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.",
"detailed_description": "Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.",
"category": "Biology, Medicine and Bioinformatics",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "JamesANZ/medical-mcp",
"github_url": "https://github.com/JamesANZ/medical-mcp",
"short_description": "An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.",
"detailed_description": "An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.",
"category": "Biology, Medicine and Bioinformatics",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "OHNLP/omop_mcp",
"github_url": "https://github.com/OHNLP/omop_mcp",
"short_description": "Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.",
"detailed_description": "Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.",
"category": "Biology, Medicine and Bioinformatics",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "34892002/bilibili-mcp-js",
"github_url": "https://github.com/34892002/bilibili-mcp-js",
"short_description": "A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.",
"detailed_description": "A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "agent-infra/mcp-server-browser",
"github_url": "https://github.com/bytedance/UI-TARS-desktop/tree/main/packages/agent-infra/mcp-servers/browser",
"short_description": "Browser automation capabilities using Puppeteer, both support local and remote browser connection.",
"detailed_description": "Browser automation capabilities using Puppeteer, both support local and remote browser connection.",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "automatalabs/mcp-server-playwright",
"github_url": "https://github.com/Automata-Labs-team/MCP-Server-Playwright",
"short_description": "An MCP server for browser automation using Playwright",
"detailed_description": "An MCP server for browser automation using Playwright",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "blackwhite084/playwright-plus-python-mcp",
"github_url": "https://github.com/blackwhite084/playwright-plus-python-mcp",
"short_description": "An MCP python server using Playwright for browser automation,more suitable for llm",
"detailed_description": "An MCP python server using Playwright for browser automation,more suitable for llm",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "browserbase/mcp-server-browserbase",
"github_url": "https://github.com/browserbase/mcp-server-browserbase",
"short_description": "Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)",
"detailed_description": "Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)",
"category": "Browser Automation",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [],
"platforms": []
}
},
{
"name": "browsermcp/mcp",
"github_url": "https://github.com/browsermcp/mcp",
"short_description": "Automate your local Chrome browser",
"detailed_description": "Automate your local Chrome browser",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "co-browser/browser-use-mcp-server",
"github_url": "https://github.com/co-browser/browser-use-mcp-server",
"short_description": "browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.",
"detailed_description": "browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "eat-pray-ai/yutu",
"github_url": "https://github.com/eat-pray-ai/yutu",
"short_description": "A fully functional MCP server and CLI for YouTube to automate YouTube operation",
"detailed_description": "A fully functional MCP server and CLI for YouTube to automate YouTube operation",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "executeautomation/playwright-mcp-server",
"github_url": "https://github.com/executeautomation/mcp-playwright",
"short_description": "An MCP server using Playwright for browser automation and webscrapping",
"detailed_description": "An MCP server using Playwright for browser automation and webscrapping",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [],
"platforms": []
}
},
{
"name": "eyalzh/browser-control-mcp",
"github_url": "https://github.com/eyalzh/browser-control-mcp",
"short_description": "An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).",
"detailed_description": "An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "fradser/mcp-server-apple-reminders",
"github_url": "https://github.com/FradSer/mcp-server-apple-reminders",
"short_description": "An MCP server for interacting with Apple Reminders on macOS",
"detailed_description": "An MCP server for interacting with Apple Reminders on macOS",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "getrupt/ashra-mcp",
"github_url": "https://github.com/getrupt/ashra-mcp",
"short_description": "Extract structured data from any website. Just prompt and get JSON.",
"detailed_description": "Extract structured data from any website. Just prompt and get JSON.",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "kimtaeyoon83/mcp-server-youtube-transcript",
"github_url": "https://github.com/kimtaeyoon83/mcp-server-youtube-transcript",
"short_description": "Fetch YouTube subtitles and transcripts for AI analysis",
"detailed_description": "Fetch YouTube subtitles and transcripts for AI analysis",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kimtth/mcp-aoai-web-browsing",
"github_url": "https://github.com/kimtth/mcp-aoai-web-browsing",
"short_description": "A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.",
"detailed_description": "A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "lightpanda-io/gomcp",
"github_url": "https://github.com/lightpanda-io/gomcp",
"short_description": "An MCP server in Go for Lightpanda, the ultra fast headless browser designed for web automation",
"detailed_description": "An MCP server in Go for Lightpanda, the ultra fast headless browser designed for web automation",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Linux"
]
}
},
{
"name": "microsoft/playwright-mcp",
"github_url": "https://github.com/microsoft/playwright-mcp",
"short_description": "Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots",
"detailed_description": "Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "modelcontextprotocol/server-puppeteer",
"github_url": "https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer",
"short_description": "Browser automation for web scraping and interaction",
"detailed_description": "Browser automation for web scraping and interaction",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "ndthanhdev/mcp-browser-kit",
"github_url": "https://github.com/ndthanhdev/mcp-browser-kit",
"short_description": "An MCP Server that enables AI assistants to interact with your local browsers.",
"detailed_description": "An MCP Server that enables AI assistants to interact with your local browsers.",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "operative_sh/web-eval-agent",
"github_url": "https://github.com/Operative-Sh/web-eval-agent",
"short_description": "An MCP Server that autonomously debugs web applications with browser-use browser agents",
"detailed_description": "An MCP Server that autonomously debugs web applications with browser-use browser agents",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "pskill9/web-search",
"github_url": "https://github.com/pskill9/web-search",
"short_description": "An MCP server that enables free web searching using Google search results, with no API keys required.",
"detailed_description": "An MCP server that enables free web searching using Google search results, with no API keys required.",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "recursechat/mcp-server-apple-shortcuts",
"github_url": "https://github.com/recursechat/mcp-server-apple-shortcuts",
"short_description": "An MCP Server Integration with Apple Shortcuts",
"detailed_description": "An MCP Server Integration with Apple Shortcuts",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "xspadex/bilibili-mcp",
"github_url": "https://github.com/xspadex/bilibili-mcp.git",
"short_description": "A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.",
"detailed_description": "A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "imprvhub/mcp-browser-agent",
"github_url": "https://github.com/imprvhub/mcp-browser-agent",
"short_description": "A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.",
"detailed_description": "A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.",
"category": "Browser Automation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "4everland/4everland-hosting-mcp",
"github_url": "https://github.com/4everland/4everland-hosting-mcp",
"short_description": "An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.",
"detailed_description": "An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.",
"category": "️ Cloud Platforms",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Linux"
]
}
},
{
"name": "aashari/mcp-server-aws-sso",
"github_url": "https://github.com/aashari/mcp-server-aws-sso",
"short_description": "AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credentials.",
"detailed_description": "AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credentials.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "alexbakers/mcp-ipfs",
"github_url": "https://github.com/alexbakers/mcp-ipfs",
"short_description": "upload and manipulation of IPFS storage",
"detailed_description": "upload and manipulation of IPFS storage",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "alexei-led/aws-mcp-server",
"github_url": "https://github.com/alexei-led/aws-mcp-server",
"short_description": "A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support",
"detailed_description": "A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "alexei-led/k8s-mcp-server",
"github_url": "https://github.com/alexei-led/k8s-mcp-server",
"short_description": "A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.",
"detailed_description": "A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "aliyun/alibaba-cloud-ops-mcp-server",
"github_url": "https://github.com/aliyun/alibaba-cloud-ops-mcp-server",
"short_description": "A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.",
"detailed_description": "A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.",
"category": "️ Cloud Platforms",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "awslabs/mcp",
"github_url": "https://github.com/awslabs/mcp",
"short_description": "AWS MCP servers for seamless integration with AWS services and resources.",
"detailed_description": "AWS MCP servers for seamless integration with AWS services and resources.",
"category": "️ Cloud Platforms",
"metadata": {
"official": true,
"languages": [],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "bright8192/esxi-mcp-server",
"github_url": "https://github.com/bright8192/esxi-mcp-server",
"short_description": "A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.",
"detailed_description": "A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "cloudflare/mcp-server-cloudflare",
"github_url": "https://github.com/cloudflare/mcp-server-cloudflare",
"short_description": "Integration with Cloudflare services including Workers, KV, R2, and D1",
"detailed_description": "Integration with Cloudflare services including Workers, KV, R2, and D1",
"category": "️ Cloud Platforms",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "cyclops-ui/mcp-cyclops",
"github_url": "https://github.com/cyclops-ui/mcp-cyclops",
"short_description": "An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction",
"detailed_description": "An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction",
"category": "️ Cloud Platforms",
"metadata": {
"official": true,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "elementfm/mcp",
"github_url": "https://gitlab.com/elementfm/mcp",
"short_description": "Open source podcast hosting platform",
"detailed_description": "Open source podcast hosting platform",
"category": "️ Cloud Platforms",
"metadata": {
"official": true,
"languages": [
"Python",
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "erikhoward/adls-mcp-server",
"github_url": "https://github.com/erikhoward/adls-mcp-server",
"short_description": "MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata.",
"detailed_description": "MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "espressif/esp-rainmaker-mcp",
"github_url": "https://github.com/espressif/esp-rainmaker-mcp",
"short_description": "Official Espressif MCP Server to manage and control ESP RainMaker Devices.",
"detailed_description": "Official Espressif MCP Server to manage and control ESP RainMaker Devices.",
"category": "️ Cloud Platforms",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local",
"Embedded"
],
"platforms": []
}
},
{
"name": "flux159/mcp-server-kubernetes",
"github_url": "https://github.com/Flux159/mcp-server-kubernetes",
"short_description": "Typescript implementation of Kubernetes cluster operations for pods, deployments, services.",
"detailed_description": "Typescript implementation of Kubernetes cluster operations for pods, deployments, services.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "hardik-id/azure-resource-graph-mcp-server",
"github_url": "https://github.com/hardik-id/azure-resource-graph-mcp-server",
"short_description": "A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.",
"detailed_description": "A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "jdubois/azure-cli-mcp",
"github_url": "https://github.com/jdubois/azure-cli-mcp",
"short_description": "A wrapper around the Azure CLI command line that allows you to talk directly to Azure",
"detailed_description": "A wrapper around the Azure CLI command line that allows you to talk directly to Azure",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "johnneerdael/netskope-mcp",
"github_url": "https://github.com/johnneerdael/netskope-mcp",
"short_description": "An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage.",
"detailed_description": "An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "liveblocks/liveblocks-mcp-server",
"github_url": "https://github.com/liveblocks/liveblocks-mcp-server",
"short_description": "Create, modify, and delete different aspects of [Liveblocks](https://liveblocks.io) such as rooms, threads, comments, notifications, and more. Additionally, it has read access to Storage and Yjs.",
"detailed_description": "Create, modify, and delete different aspects of [Liveblocks](https://liveblocks.io) such as rooms, threads, comments, notifications, and more. Additionally, it has read access to Storage and Yjs.",
"category": "️ Cloud Platforms",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "manusa/Kubernetes MCP Server",
"github_url": "https://github.com/manusa/kubernetes-mcp-server",
"short_description": "powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster.",
"detailed_description": "powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Nebula-Block-Data/nebulablock-mcp-server",
"github_url": "https://github.com/Nebula-Block-Data/nebulablock-mcp-server",
"short_description": "integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools",
"detailed_description": "integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "nwiizo/tfmcp",
"github_url": "https://github.com/nwiizo/tfmcp",
"short_description": "🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.",
"detailed_description": "🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "portainer/portainer-mcp",
"github_url": "https://github.com/portainer/portainer-mcp",
"short_description": "A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.",
"detailed_description": "A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "pulumi/mcp-server",
"github_url": "https://github.com/pulumi/mcp-server",
"short_description": "MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.",
"detailed_description": "MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.",
"category": "️ Cloud Platforms",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "pythonanywhere/pythonanywhere-mcp-server",
"github_url": "https://github.com/pythonanywhere/pythonanywhere-mcp-server",
"short_description": "MCP server implementation for PythonAnywhere cloud platform.",
"detailed_description": "MCP server implementation for PythonAnywhere cloud platform.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "qiniu/qiniu-mcp-server",
"github_url": "https://github.com/qiniu/qiniu-mcp-server",
"short_description": "A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.",
"detailed_description": "A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "redis/mcp-redis-cloud",
"github_url": "https://github.com/redis/mcp-redis-cloud",
"short_description": "Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.",
"detailed_description": "Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "reza-gholizade/k8s-mcp-server",
"github_url": "https://github.com/reza-gholizade/k8s-mcp-server",
"short_description": "A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized interface, including API resource discovery, resource management, pod logs, metrics, and events.",
"detailed_description": "A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized interface, including API resource discovery, resource management, pod logs, metrics, and events.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "rohitg00/kubectl-mcp-server",
"github_url": "https://github.com/rohitg00/kubectl-mcp-server",
"short_description": "A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.",
"detailed_description": "A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "silenceper/mcp-k8s",
"github_url": "https://github.com/silenceper/mcp-k8s",
"short_description": "MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natural language interaction, including native resources (like Deployment, Service) and custom resources (CRD). No need to memorize complex commands - just describe your needs, and AI will accurately execute the corresponding cluster operations, greatly enhancing the usability of Kubernetes.",
"detailed_description": "MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natural language interaction, including native resources (like Deployment, Service) and custom resources (CRD). No need to memorize complex commands - just describe your needs, and AI will accurately execute the corresponding cluster operations, greatly enhancing the usability of Kubernetes.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "StacklokLabs/mkp",
"github_url": "https://github.com/StacklokLabs/mkp",
"short_description": "MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.",
"detailed_description": "MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "StacklokLabs/mkp",
"github_url": "https://github.com/StacklokLabs/mkp",
"short_description": "Model Kontext Protocol Server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters through native Go implementation with direct API integration and comprehensive resource management",
"detailed_description": "Model Kontext Protocol Server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters through native Go implementation with direct API integration and comprehensive resource management",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "StacklokLabs/ocireg-mcp",
"github_url": "https://github.com/StacklokLabs/ocireg-mcp",
"short_description": "An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.",
"detailed_description": "An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "strowk/mcp-k8s-go",
"github_url": "https://github.com/strowk/mcp-k8s-go",
"short_description": "Kubernetes cluster operations through MCP",
"detailed_description": "Kubernetes cluster operations through MCP",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "thunderboltsid/mcp-nutanix",
"github_url": "https://github.com/thunderboltsid/mcp-nutanix",
"short_description": "Go-based MCP Server for interfacing with Nutanix Prism Central resources.",
"detailed_description": "Go-based MCP Server for interfacing with Nutanix Prism Central resources.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "trilogy-group/aws-pricing-mcp",
"github_url": "https://github.com/trilogy-group/aws-pricing-mcp",
"short_description": "Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue.",
"detailed_description": "Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "VmLia/books-mcp-server",
"github_url": "https://github.com/VmLia/books-mcp-server",
"short_description": "This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.",
"detailed_description": "This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "weibaohui/k8m",
"github_url": "https://github.com/weibaohui/k8m",
"short_description": "Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.",
"detailed_description": "Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "weibaohui/kom",
"github_url": "https://github.com/weibaohui/kom",
"short_description": "Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.",
"detailed_description": "Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "wenhuwang/mcp-k8s-eye",
"github_url": "https://github.com/wenhuwang/mcp-k8s-eye",
"short_description": "MCP Server for kubernetes management, and analyze your cluster, application health",
"detailed_description": "MCP Server for kubernetes management, and analyze your cluster, application health",
"category": "️ Cloud Platforms",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "alfonsograziano/node-code-sandbox-mcp",
"github_url": "https://github.com/alfonsograziano/node-code-sandbox-mcp",
"short_description": "based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown",
"detailed_description": "based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown",
"category": "💻 Code Execution",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "ckanthony/openapi-mcp",
"github_url": "https://github.com/ckanthony/openapi-mcp",
"short_description": "OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.",
"detailed_description": "OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.",
"category": "💻 Code Execution",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "gwbischof/outsource-mcp",
"github_url": "https://github.com/gwbischof/outsource-mcp",
"short_description": "Give your AI assistant its own AI assistants. For example: \"Could you ask openai to generate an image of a dog?\"",
"detailed_description": "Give your AI assistant its own AI assistants. For example: \"Could you ask openai to generate an image of a dog?\"",
"category": "💻 Code Execution",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "hileamlakB/PRIMS",
"github_url": "https://github.com/hileamlakB/PRIMS",
"short_description": "submitted code in an isolated environment.",
"detailed_description": "submitted code in an isolated environment.",
"category": "💻 Code Execution",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "ouvreboite/openapi-to-mcp",
"github_url": "https://github.com/ouvreboite/openapi-to-mcp",
"short_description": "Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and request body.",
"detailed_description": "Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and request body.",
"category": "💻 Code Execution",
"metadata": {
"official": false,
"languages": [
"C#"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "pydantic/pydantic-ai/mcp-run-python",
"github_url": "https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python",
"short_description": "Run Python code in a secure sandbox via MCP tool calls",
"detailed_description": "Run Python code in a secure sandbox via MCP tool calls",
"category": "💻 Code Execution",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "r33drichards/mcp-js",
"github_url": "https://github.com/r33drichards/mcp-js",
"short_description": "A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions.",
"detailed_description": "A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions.",
"category": "💻 Code Execution",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Linux"
]
}
},
{
"name": "yepcode/mcp-server-js",
"github_url": "https://github.com/yepcode/mcp-server-js",
"short_description": "Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages",
"detailed_description": "Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages",
"category": "💻 Code Execution",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "dagger/container-use",
"github_url": "https://github.com/dagger/container-use",
"short_description": "Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.",
"detailed_description": "Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.",
"category": "💻 Code Execution",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "doggybee/mcp-server-leetcode",
"github_url": "https://github.com/doggybee/mcp-server-leetcode",
"short_description": "An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.",
"detailed_description": "An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.",
"category": "Coding Agents",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ezyang/codemcp",
"github_url": "https://github.com/ezyang/codemcp",
"short_description": "Coding agent with basic read, write and command line tools.",
"detailed_description": "Coding agent with basic read, write and command line tools.",
"category": "Coding Agents",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "gabrielmaialva33/winx-code-agent",
"github_url": "https://github.com/gabrielmaialva33/winx-code-agent",
"short_description": "A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.",
"detailed_description": "A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.",
"category": "Coding Agents",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "jinzcdev/leetcode-mcp-server",
"github_url": "https://github.com/jinzcdev/leetcode-mcp-server",
"short_description": "MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.",
"detailed_description": "MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.",
"category": "Coding Agents",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "juehang/vscode-mcp-server",
"github_url": "https://github.com/juehang/vscode-mcp-server",
"short_description": "A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.",
"detailed_description": "A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.",
"category": "Coding Agents",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "micl2e2/code-to-tree",
"github_url": "https://github.com/micl2e2/code-to-tree",
"short_description": "A single-binary MCP server that converts source code into AST, regardless of language.",
"detailed_description": "A single-binary MCP server that converts source code into AST, regardless of language.",
"category": "Coding Agents",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Local",
"Embedded"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "oraios/serena",
"github_url": "https://github.com/oraios/serena",
"short_description": "A fully-featured coding agent that relies on symbolic code operations by using language servers.",
"detailed_description": "A fully-featured coding agent that relies on symbolic code operations by using language servers.",
"category": "Coding Agents",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "pdavis68/RepoMapper",
"github_url": "https://github.com.mcas.ms/pdavis68/RepoMapper",
"short_description": "An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the \"Repo Map\" functionality in Aider.chat",
"detailed_description": "An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the \"Repo Map\" functionality in Aider.chat",
"category": "Coding Agents",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "rinadelph/Agent-MCP",
"github_url": "https://github.com/rinadelph/Agent-MCP",
"short_description": "A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.",
"detailed_description": "A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.",
"category": "Coding Agents",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "stippi/code-assistant",
"github_url": "https://github.com/stippi/code-assistant",
"short_description": "Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.",
"detailed_description": "Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.",
"category": "Coding Agents",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "tiianhk/MaxMSP-MCP-Server",
"github_url": "https://github.com/tiianhk/MaxMSP-MCP-Server",
"short_description": "A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.",
"detailed_description": "A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.",
"category": "Coding Agents",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "VertexStudio/developer",
"github_url": "https://github.com/VertexStudio/developer",
"short_description": "Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities",
"detailed_description": "Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities",
"category": "Coding Agents",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "automateyournetwork/pyATS_MCP",
"github_url": "https://github.com/automateyournetwork/pyATS_MCP",
"short_description": "Cisco pyATS server enabling structured, model-driven interaction with network devices.",
"detailed_description": "Cisco pyATS server enabling structured, model-driven interaction with network devices.",
"category": "️ Command Line",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "aymericzip/intlayer",
"github_url": "https://github.com/aymericzip/intlayer",
"short_description": "A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.",
"detailed_description": "A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.",
"category": "️ Command Line",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "ferrislucas/iterm-mcp",
"github_url": "https://github.com/ferrislucas/iterm-mcp",
"short_description": "A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.",
"detailed_description": "A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.",
"category": "️ Command Line",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "g0t4/mcp-server-commands",
"github_url": "https://github.com/g0t4/mcp-server-commands",
"short_description": "Run any command with `run_command` and `run_script` tools.",
"detailed_description": "Run any command with `run_command` and `run_script` tools.",
"category": "️ Command Line",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "maxim-saplin/mcp_safe_local_python_executor",
"github_url": "https://github.com/maxim-saplin/mcp_safe_local_python_executor",
"short_description": "Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`",
"detailed_description": "Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`",
"category": "️ Command Line",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "misiektoja/kill-process-mcp",
"github_url": "https://github.com/misiektoja/kill-process-mcp",
"short_description": "List and terminate OS processes via natural language queries",
"detailed_description": "List and terminate OS processes via natural language queries",
"category": "️ Command Line",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "MladenSU/cli-mcp-server",
"github_url": "https://github.com/MladenSU/cli-mcp-server",
"short_description": "Command line interface with secure execution and customizable security policies",
"detailed_description": "Command line interface with secure execution and customizable security policies",
"category": "️ Command Line",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "OthmaneBlial/term_mcp_deepseek",
"github_url": "https://github.com/OthmaneBlial/term_mcp_deepseek",
"short_description": "A DeepSeek MCP-like Server for Terminal",
"detailed_description": "A DeepSeek MCP-like Server for Terminal",
"category": "️ Command Line",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "sonirico/mcp-shell",
"github_url": "https://github.com/sonirico/mcp-shell",
"short_description": "🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.",
"detailed_description": "🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.",
"category": "️ Command Line",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "tufantunc/ssh-mcp",
"github_url": "https://github.com/tufantunc/ssh-mcp",
"short_description": "MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication.",
"detailed_description": "MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication.",
"category": "️ Command Line",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"Windows",
"Linux"
]
}
},
{
"name": "tumf/mcp-shell-server",
"github_url": "https://github.com/tumf/mcp-shell-server",
"short_description": "A secure shell command execution server implementing the Model Context Protocol (MCP)",
"detailed_description": "A secure shell command execution server implementing the Model Context Protocol (MCP)",
"category": "️ Command Line",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "wonderwhy-er/DesktopCommanderMCP",
"github_url": "https://github.com/wonderwhy-er/DesktopCommanderMCP",
"short_description": "A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.",
"detailed_description": "A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.",
"category": "️ Command Line",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "AbdelStark/nostr-mcp",
"github_url": "https://github.com/AbdelStark/nostr-mcp",
"short_description": "A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.",
"detailed_description": "A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "adhikasp/mcp-twikit",
"github_url": "https://github.com/adhikasp/mcp-twikit",
"short_description": "Interact with Twitter search and timeline",
"detailed_description": "Interact with Twitter search and timeline",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "agentmail-toolkit/mcp",
"github_url": "https://github.com/agentmail-to/agentmail-toolkit/tree/main/mcp",
"short_description": "An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents.",
"detailed_description": "An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "areweai/tsgram-mcp",
"github_url": "https://github.com/areweai/tsgram-mcp",
"short_description": "TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!",
"detailed_description": "TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!",
"category": "Communication",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "arpitbatra123/mcp-googletasks",
"github_url": "https://github.com/arpitbatra123/mcp-googletasks",
"short_description": "An MCP server to interface with the Google Tasks API",
"detailed_description": "An MCP server to interface with the Google Tasks API",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Cactusinhand/mcp_server_notify",
"github_url": "https://github.com/Cactusinhand/mcp_server_notify",
"short_description": "A MCP server that send desktop notifications with sound effect when agent tasks are completed.",
"detailed_description": "A MCP server that send desktop notifications with sound effect when agent tasks are completed.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "PhononX/cv-mcp-server",
"github_url": "https://github.com/PhononX/cv-mcp-server",
"short_description": "MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app).",
"detailed_description": "MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app).",
"category": "Communication",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "carterlasalle/mac_messages_mcp",
"github_url": "https://github.com/carterlasalle/mac_messages_mcp",
"short_description": "An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.",
"detailed_description": "An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "chaindead/telegram-mcp",
"github_url": "https://github.com/chaindead/telegram-mcp",
"short_description": "Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status",
"detailed_description": "Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "chigwell/telegram-mcp",
"github_url": "https://github.com/chigwell/telegram-mcp",
"short_description": "Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.",
"detailed_description": "Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Danielpeter-99/calcom-mcp",
"github_url": "https://github.com/Danielpeter-99/calcom-mcp",
"short_description": "MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.",
"detailed_description": "MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "elie222/inbox-zero",
"github_url": "https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server",
"short_description": "An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.",
"detailed_description": "An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "gerkensm/callcenter.js-mcp",
"github_url": "https://github.com/gerkensm/callcenter.js-mcp",
"short_description": "An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.",
"detailed_description": "An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "gitmotion/ntfy-me-mcp",
"github_url": "https://github.com/gitmotion/ntfy-me-mcp",
"short_description": "An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)",
"detailed_description": "An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "gotoolkits/wecombot",
"github_url": "https://github.com/gotoolkits/mcp-wecombot-server.git",
"short_description": "An MCP server application that sends various types of messages to the WeCom group robot.",
"detailed_description": "An MCP server application that sends various types of messages to the WeCom group robot.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "hannesrudolph/imessage-query-fastmcp-mcp-server",
"github_url": "https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server",
"short_description": "An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling",
"detailed_description": "An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "i-am-bee/acp-mcp",
"github_url": "https://github.com/i-am-bee/acp-mcp",
"short_description": "An MCP server acting as an adapter into the [ACP](https://agentcommunicationprotocol.dev) ecosystem. Seamlessly exposes ACP agents to MCP clients, bridging the communication gap between the two protocols.",
"detailed_description": "An MCP server acting as an adapter into the [ACP](https://agentcommunicationprotocol.dev) ecosystem. Seamlessly exposes ACP agents to MCP clients, bridging the communication gap between the two protocols.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "InditexTech/mcp-teams-server",
"github_url": "https://github.com/InditexTech/mcp-teams-server",
"short_description": "MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)",
"detailed_description": "MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "jagan-shanmugam/mattermost-mcp-host",
"github_url": "https://github.com/jagan-shanmugam/mattermost-mcp-host",
"short_description": "A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.",
"detailed_description": "A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "jaipandya/producthunt-mcp-server",
"github_url": "https://github.com/jaipandya/producthunt-mcp-server",
"short_description": "MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.",
"detailed_description": "MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "joinly-ai/joinly",
"github_url": "https://github.com/joinly-ai/joinly",
"short_description": "MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.",
"detailed_description": "MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "keturiosakys/bluesky-context-server",
"github_url": "https://github.com/keturiosakys/bluesky-context-server",
"short_description": "Bluesky instance integration for querying and interaction",
"detailed_description": "Bluesky instance integration for querying and interaction",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "khan2a/telephony-mcp-server",
"github_url": "https://github.com/khan2a/telephony-mcp-server",
"short_description": "MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for advanced telephony workflows.",
"detailed_description": "MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for advanced telephony workflows.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "korotovsky/slack-mcp-server",
"github_url": "https://github.com/korotovsky/slack-mcp-server",
"short_description": "The most powerful MCP server for Slack Workspaces.",
"detailed_description": "The most powerful MCP server for Slack Workspaces.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "lharries/whatsapp-mcp",
"github_url": "https://github.com/lharries/whatsapp-mcp",
"short_description": "An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups",
"detailed_description": "An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python",
"Go"
],
"scope": [],
"platforms": []
}
},
{
"name": "line/line-bot-mcp-server",
"github_url": "https://github.com/line/line-bot-mcp-server",
"short_description": "MCP Server for Integrating LINE Official Account",
"detailed_description": "MCP Server for Integrating LINE Official Account",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "OverQuotaAI/chatterboxio-mcp-server",
"github_url": "https://github.com/OverQuotaAI/chatterboxio-mcp-server",
"short_description": "MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.",
"detailed_description": "MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "wyattjoh/imessage-mcp",
"github_url": "https://github.com/wyattjoh/imessage-mcp",
"short_description": "A Model Context Protocol server for reading iMessage data from macOS.",
"detailed_description": "A Model Context Protocol server for reading iMessage data from macOS.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "sawa-zen/vrchat-mcp",
"github_url": "https://github.com/sawa-zen/vrchat-mcp",
"short_description": "📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.",
"detailed_description": "📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "softeria/ms-365-mcp-server",
"github_url": "https://github.com/softeria/ms-365-mcp-server",
"short_description": "MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)",
"detailed_description": "MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "saseq/discord-mcp",
"github_url": "https://github.com/SaseQ/discord-mcp",
"short_description": "A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.",
"detailed_description": "A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript",
"Java"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "teddyzxcv/ntfy-mcp",
"github_url": "https://github.com/teddyzxcv/ntfy-mcp",
"short_description": "The MCP server that keeps you informed by sending the notification on phone using ntfy",
"detailed_description": "The MCP server that keeps you informed by sending the notification on phone using ntfy",
"category": "Communication",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "userad/didlogic_mcp",
"github_url": "https://github.com/UserAd/didlogic_mcp",
"short_description": "An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations.",
"detailed_description": "An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "YCloud-Developers/ycloud-whatsapp-mcp-server",
"github_url": "https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server",
"short_description": "MCP server for WhatsApp Business Platform by YCloud.",
"detailed_description": "MCP server for WhatsApp Business Platform by YCloud.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "zcaceres/gtasks-mcp",
"github_url": "https://github.com/zcaceres/gtasks-mcp",
"short_description": "An MCP server to Manage Google Tasks",
"detailed_description": "An MCP server to Manage Google Tasks",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ztxtxwd/open-feishu-mcp-server",
"github_url": "https://github.com/ztxtxwd/open-feishu-mcp-server",
"short_description": "A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management tools including block creation, content updates, and advanced features.",
"detailed_description": "A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management tools including block creation, content updates, and advanced features.",
"category": "Communication",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "antv/mcp-server-chart",
"github_url": "https://github.com/antvis/mcp-server-chart",
"short_description": "A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).",
"detailed_description": "A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).",
"category": "Customer Data Platforms",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "hustcc/mcp-echarts",
"github_url": "https://github.com/hustcc/mcp-echarts",
"short_description": "Generate visual charts using [Apache ECharts](https://echarts.apache.org) with AI MCP dynamically.",
"detailed_description": "Generate visual charts using [Apache ECharts](https://echarts.apache.org) with AI MCP dynamically.",
"category": "Customer Data Platforms",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "hustcc/mcp-mermaid",
"github_url": "https://github.com/hustcc/mcp-mermaid",
"short_description": "Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.",
"detailed_description": "Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.",
"category": "Customer Data Platforms",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "iaptic/mcp-server-iaptic",
"github_url": "https://github.com/iaptic/mcp-server-iaptic",
"short_description": "Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics.",
"detailed_description": "Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics.",
"category": "Customer Data Platforms",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "OpenDataMCP/OpenDataMCP",
"github_url": "https://github.com/OpenDataMCP/OpenDataMCP",
"short_description": "Connect any Open Data to any LLM with Model Context Protocol.",
"detailed_description": "Connect any Open Data to any LLM with Model Context Protocol.",
"category": "Customer Data Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "sergehuber/inoyu-mcp-unomi-server",
"github_url": "https://github.com/sergehuber/inoyu-mcp-unomi-server",
"short_description": "An MCP server to access and updates profiles on an Apache Unomi CDP server.",
"detailed_description": "An MCP server to access and updates profiles on an Apache Unomi CDP server.",
"category": "Customer Data Platforms",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "tinybirdco/mcp-tinybird",
"github_url": "https://github.com/tinybirdco/mcp-tinybird",
"short_description": "An MCP server to interact with a Tinybird Workspace from any MCP client.",
"detailed_description": "An MCP server to interact with a Tinybird Workspace from any MCP client.",
"category": "Customer Data Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Aiven-Open/mcp-aiven",
"github_url": "https://github.com/Aiven-Open/mcp-aiven",
"short_description": "🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services",
"detailed_description": "🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "alexanderzuev/supabase-mcp-server",
"github_url": "https://github.com/alexander-zuev/supabase-mcp-server",
"short_description": "Supabase MCP Server with support for SQL query execution and database exploration tools",
"detailed_description": "Supabase MCP Server with support for SQL query execution and database exploration tools",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "aliyun/alibabacloud-tablestore-mcp-server",
"github_url": "https://github.com/aliyun/alibabacloud-tablestore-mcp-server",
"short_description": "MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.",
"detailed_description": "MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python",
"Java"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "amineelkouhen/mcp-cockroachdb",
"github_url": "https://github.com/amineelkouhen/mcp-cockroachdb",
"short_description": "A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).",
"detailed_description": "A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "benborla29/mcp-server-mysql",
"github_url": "https://github.com/benborla/mcp-server-mysql",
"short_description": "MySQL database integration in NodeJS with configurable access controls and schema inspection",
"detailed_description": "MySQL database integration in NodeJS with configurable access controls and schema inspection",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "bram2w/baserow",
"github_url": "https://github.com/bram2w/baserow",
"short_description": "Baserow database integration with table search, list, and row create, read, update, and delete capabilities.",
"detailed_description": "Baserow database integration with table search, list, and row create, read, update, and delete capabilities.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "c4pt0r/mcp-server-tidb",
"github_url": "https://github.com/c4pt0r/mcp-server-tidb",
"short_description": "TiDB database integration with schema inspection and query capabilities",
"detailed_description": "TiDB database integration with schema inspection and query capabilities",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Canner/wren-engine",
"github_url": "https://github.com/Canner/wren-engine",
"short_description": "The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents",
"detailed_description": "The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python",
"Rust"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "centralmind/gateway",
"github_url": "https://github.com/centralmind/gateway",
"short_description": "MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase",
"detailed_description": "MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows"
]
}
},
{
"name": "ChristianHinge/dicom-mcp",
"github_url": "https://github.com/ChristianHinge/dicom-mcp",
"short_description": "DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.",
"detailed_description": "DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "chroma-core/chroma-mcp",
"github_url": "https://github.com/chroma-core/chroma-mcp",
"short_description": "Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities",
"detailed_description": "Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities",
"category": "️ Databases",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "ClickHouse/mcp-clickhouse",
"github_url": "https://github.com/ClickHouse/mcp-clickhouse",
"short_description": "ClickHouse database integration with schema inspection and query capabilities",
"detailed_description": "ClickHouse database integration with schema inspection and query capabilities",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "confluentinc/mcp-confluent",
"github_url": "https://github.com/confluentinc/mcp-confluent",
"short_description": "Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.",
"detailed_description": "Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Couchbase-Ecosystem/mcp-server-couchbase",
"github_url": "https://github.com/Couchbase-Ecosystem/mcp-server-couchbase",
"short_description": "Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis.",
"detailed_description": "Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis.",
"category": "️ Databases",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "cr7258/elasticsearch-mcp-server",
"github_url": "https://github.com/cr7258/elasticsearch-mcp-server",
"short_description": "MCP Server implementation that provides Elasticsearch interaction",
"detailed_description": "MCP Server implementation that provides Elasticsearch interaction",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "crystaldba/postgres-mcp",
"github_url": "https://github.com/crystaldba/postgres-mcp",
"short_description": "All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks",
"detailed_description": "All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Dataring-engineering/mcp-server-trino",
"github_url": "https://github.com/Dataring-engineering/mcp-server-trino",
"short_description": "Trino MCP Server to query and access data from Trino Clusters.",
"detailed_description": "Trino MCP Server to query and access data from Trino Clusters.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "davewind/mysql-mcp-server",
"github_url": "https://github.com/dave-wind/mysql-mcp-server",
"short_description": "friendly read-only mysql mcp server for cursor and n8n...",
"detailed_description": "friendly read-only mysql mcp server for cursor and n8n...",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "designcomputer/mysql_mcp_server",
"github_url": "https://github.com/designcomputer/mysql_mcp_server",
"short_description": "MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines",
"detailed_description": "MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "domdomegg/airtable-mcp-server",
"github_url": "https://github.com/domdomegg/airtable-mcp-server",
"short_description": "Airtable database integration with schema inspection, read and write capabilities",
"detailed_description": "Airtable database integration with schema inspection, read and write capabilities",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "edwinbernadus/nocodb-mcp-server",
"github_url": "https://github.com/edwinbernadus/nocodb-mcp-server",
"short_description": "Nocodb database integration, read and write capabilities",
"detailed_description": "Nocodb database integration, read and write capabilities",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ergut/mcp-bigquery-server",
"github_url": "https://github.com/ergut/mcp-bigquery-server",
"short_description": "Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities",
"detailed_description": "Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "f4ww4z/mcp-mysql-server",
"github_url": "https://github.com/f4ww4z/mcp-mysql-server",
"short_description": "Node.js-based MySQL database integration that provides secure MySQL database operations",
"detailed_description": "Node.js-based MySQL database integration that provides secure MySQL database operations",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "ferrants/memvid-mcp-server",
"github_url": "https://github.com/ferrants/memvid-mcp-server",
"short_description": "Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.",
"detailed_description": "Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "fireproof-storage/mcp-database-server",
"github_url": "https://github.com/fireproof-storage/mcp-database-server",
"short_description": "Fireproof ledger database with multi-user sync",
"detailed_description": "Fireproof ledger database with multi-user sync",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "freema/mcp-gsheets",
"github_url": "https://github.com/freema/mcp-gsheets",
"short_description": "MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities.",
"detailed_description": "MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "FreePeak/db-mcp-server",
"github_url": "https://github.com/FreePeak/db-mcp-server",
"short_description": "performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools for query execution, transaction management, schema exploration, query building, and performance analysis, with seamless Cursor integration for enhanced database workflows.",
"detailed_description": "performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools for query execution, transaction management, schema exploration, query building, and performance analysis, with seamless Cursor integration for enhanced database workflows.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "furey/mongodb-lens",
"github_url": "https://github.com/furey/mongodb-lens",
"short_description": "MongoDB Lens: Full Featured MCP Server for MongoDB Databases",
"detailed_description": "MongoDB Lens: Full Featured MCP Server for MongoDB Databases",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "gannonh/firebase-mcp",
"github_url": "https://github.com/gannonh/firebase-mcp",
"short_description": "Firebase services including Auth, Firestore and Storage.",
"detailed_description": "Firebase services including Auth, Firestore and Storage.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "get-convex/convex-backend",
"github_url": "https://stack.convex.dev/convex-mcp-server",
"short_description": "Convex database integration to introspect tables, functions, and run oneoff queries ([Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts))",
"detailed_description": "Convex database integration to introspect tables, functions, and run oneoff queries ([Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts))",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "googleapis/genai-toolbox",
"github_url": "https://github.com/googleapis/genai-toolbox",
"short_description": "Open source MCP server specializing in easy, fast, and secure tools for Databases.",
"detailed_description": "Open source MCP server specializing in easy, fast, and secure tools for Databases.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "GreptimeTeam/greptimedb-mcp-server",
"github_url": "https://github.com/GreptimeTeam/greptimedb-mcp-server",
"short_description": "MCP Server for querying GreptimeDB.",
"detailed_description": "MCP Server for querying GreptimeDB.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "hannesrudolph/sqlite-explorer-fastmcp-mcp-server",
"github_url": "https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server",
"short_description": "An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.",
"detailed_description": "An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "henilcalagiya/google-sheets-mcp",
"github_url": "https://github.com/henilcalagiya/google-sheets-mcp",
"short_description": "Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via MCP.",
"detailed_description": "Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via MCP.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "hydrolix/mcp-hydrolix",
"github_url": "https://github.com/hydrolix/mcp-hydrolix",
"short_description": "Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.",
"detailed_description": "Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.",
"category": "️ Databases",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "idoru/influxdb-mcp-server",
"github_url": "https://github.com/idoru/influxdb-mcp-server",
"short_description": "Run queries against InfluxDB OSS API v2.",
"detailed_description": "Run queries against InfluxDB OSS API v2.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "InfluxData/influxdb3_mcp_server",
"github_url": "https://github.com/influxdata/influxdb3_mcp_server",
"short_description": "Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated",
"detailed_description": "Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated",
"category": "️ Databases",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "isaacwasserman/mcp-snowflake-server",
"github_url": "https://github.com/isaacwasserman/mcp-snowflake-server",
"short_description": "Snowflake integration implementing read and (optional) write operations as well as insight tracking",
"detailed_description": "Snowflake integration implementing read and (optional) write operations as well as insight tracking",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "iunera/druid-mcp-server",
"github_url": "https://github.com/iunera/druid-mcp-server",
"short_description": "Comprehensive MCP server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.",
"detailed_description": "Comprehensive MCP server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Java"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "yannbrrd/simple_snowflake_mcp",
"github_url": "https://github.com/YannBrrd/simple_snowflake_mcp",
"short_description": "Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations",
"detailed_description": "Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "joshuarileydev/supabase-mcp-server",
"github_url": "https://github.com/joshuarileydev/supabase",
"short_description": "Supabase MCP Server for managing and creating projects and organisations in Supabase",
"detailed_description": "Supabase MCP Server for managing and creating projects and organisations in Supabase",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "jovezhong/mcp-timeplus",
"github_url": "https://github.com/jovezhong/mcp-timeplus",
"short_description": "MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus",
"detailed_description": "MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "jparkerweb/mcp-sqlite",
"github_url": "https://github.com/jparkerweb/mcp-sqlite",
"short_description": "Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.",
"detailed_description": "Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "KashiwaByte/vikingdb-mcp-server",
"github_url": "https://github.com/KashiwaByte/vikingdb-mcp-server",
"short_description": "VikingDB integration with collection and index introduction, vector store and search capabilities.",
"detailed_description": "VikingDB integration with collection and index introduction, vector store and search capabilities.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kiliczsh/mcp-mongo-server",
"github_url": "https://github.com/kiliczsh/mcp-mongo-server",
"short_description": "A Model Context Protocol Server for MongoDB",
"detailed_description": "A Model Context Protocol Server for MongoDB",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "ktanaka101/mcp-server-duckdb",
"github_url": "https://github.com/ktanaka101/mcp-server-duckdb",
"short_description": "DuckDB database integration with schema inspection and query capabilities",
"detailed_description": "DuckDB database integration with schema inspection and query capabilities",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "LucasHild/mcp-server-bigquery",
"github_url": "https://github.com/LucasHild/mcp-server-bigquery",
"short_description": "BigQuery database integration with schema inspection and query capabilities",
"detailed_description": "BigQuery database integration with schema inspection and query capabilities",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "memgraph/mcp-memgraph",
"github_url": "https://github.com/memgraph/ai-toolkit/tree/main/integrations/mcp-memgraph",
"short_description": "Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.",
"detailed_description": "Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "modelcontextprotocol/server-postgres",
"github_url": "https://github.com/modelcontextprotocol/servers/tree/main/src/postgres",
"short_description": "PostgreSQL database integration with schema inspection and query capabilities",
"detailed_description": "PostgreSQL database integration with schema inspection and query capabilities",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "modelcontextprotocol/server-sqlite",
"github_url": "https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite",
"short_description": "SQLite database operations with built-in analysis features",
"detailed_description": "SQLite database operations with built-in analysis features",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "neo4j-contrib/mcp-neo4j",
"github_url": "https://github.com/neo4j-contrib/mcp-neo4j",
"short_description": "Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)",
"detailed_description": "Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "niledatabase/nile-mcp-server",
"github_url": "https://github.com/niledatabase/nile-mcp-server",
"short_description": "Manage and query Postgres databases, tenants, users, auth using LLMs",
"detailed_description": "Manage and query Postgres databases, tenants, users, auth using LLMs",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "openlink/mcp-server-jdbc",
"github_url": "https://github.com/OpenLinkSoftware/mcp-jdbc-server",
"short_description": "An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol",
"detailed_description": "An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "openlink/mcp-server-odbc",
"github_url": "https://github.com/OpenLinkSoftware/mcp-odbc-server",
"short_description": "An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol",
"detailed_description": "An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "openlink/mcp-server-sqlalchemy",
"github_url": "https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server",
"short_description": "An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)",
"detailed_description": "An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "pab1it0/adx-mcp-server",
"github_url": "https://github.com/pab1it0/adx-mcp-server",
"short_description": "Query and analyze Azure Data Explorer databases",
"detailed_description": "Query and analyze Azure Data Explorer databases",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "pab1it0/prometheus-mcp-server",
"github_url": "https://github.com/pab1it0/prometheus-mcp-server",
"short_description": "Query and analyze Prometheus, open-source monitoring system.",
"detailed_description": "Query and analyze Prometheus, open-source monitoring system.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "prisma/mcp",
"github_url": "https://github.com/prisma/mcp",
"short_description": "Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).",
"detailed_description": "Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "qdrant/mcp-server-qdrant",
"github_url": "https://github.com/qdrant/mcp-server-qdrant",
"short_description": "A Qdrant MCP server",
"detailed_description": "A Qdrant MCP server",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "QuantGeekDev/mongo-mcp",
"github_url": "https://github.com/QuantGeekDev/mongo-mcp",
"short_description": "MongoDB integration that enables LLMs to interact directly with databases.",
"detailed_description": "MongoDB integration that enables LLMs to interact directly with databases.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "quarkiverse/mcp-server-jdbc",
"github_url": "https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc",
"short_description": "Connect to any JDBC-compatible database and query, insert, update, delete, and more.",
"detailed_description": "Connect to any JDBC-compatible database and query, insert, update, delete, and more.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Java"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "rashidazarang/airtable-mcp",
"github_url": "https://github.com/rashidazarang/airtable-mcp",
"short_description": "Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.",
"detailed_description": "Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "redis/mcp-redis",
"github_url": "https://github.com/redis/mcp-redis",
"short_description": "The Redis official MCP Server offers an interface to manage and search data in Redis.",
"detailed_description": "The Redis official MCP Server offers an interface to manage and search data in Redis.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "runekaagaard/mcp-alchemy",
"github_url": "https://github.com/runekaagaard/mcp-alchemy",
"short_description": "Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.",
"detailed_description": "Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "s2-streamstore/s2-sdk-typescript",
"github_url": "https://github.com/s2-streamstore/s2-sdk-typescript",
"short_description": "Official MCP server for the S2.dev serverless stream platform.",
"detailed_description": "Official MCP server for the S2.dev serverless stream platform.",
"category": "️ Databases",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "sirmews/mcp-pinecone",
"github_url": "https://github.com/sirmews/mcp-pinecone",
"short_description": "Pinecone integration with vector search capabilities",
"detailed_description": "Pinecone integration with vector search capabilities",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "skysqlinc/skysql-mcp",
"github_url": "https://github.com/skysqlinc/skysql-mcp",
"short_description": "Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.",
"detailed_description": "Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.",
"category": "️ Databases",
"metadata": {
"official": true,
"languages": [],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "supabase-community/supabase-mcp",
"github_url": "https://github.com/supabase-community/supabase-mcp",
"short_description": "Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.",
"detailed_description": "Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.",
"category": "️ Databases",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "tradercjz/dolphindb-mcp-server",
"github_url": "https://github.com/tradercjz/dolphindb-mcp-server",
"short_description": "TDolphinDB database integration with schema inspection and query capabilities",
"detailed_description": "TDolphinDB database integration with schema inspection and query capabilities",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "tuannvm/mcp-trino",
"github_url": "https://github.com/tuannvm/mcp-trino",
"short_description": "A Go implementation of a Model Context Protocol (MCP) server for Trino",
"detailed_description": "A Go implementation of a Model Context Protocol (MCP) server for Trino",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "VictoriaMetrics-Community/mcp-victorialogs",
"github_url": "https://github.com/VictoriaMetrics-Community/mcp-victorialogs",
"short_description": "Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.",
"detailed_description": "Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.",
"category": "️ Databases",
"metadata": {
"official": true,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "weaviate/mcp-server-weaviate",
"github_url": "https://github.com/weaviate/mcp-server-weaviate",
"short_description": "An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.",
"detailed_description": "An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python",
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "wenb1n-dev/mysql_mcp_server_pro",
"github_url": "https://github.com/wenb1n-dev/mysql_mcp_server_pro",
"short_description": "Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization",
"detailed_description": "Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "xexr/mcp-libsql",
"github_url": "https://github.com/Xexr/mcp-libsql",
"short_description": "Production-ready MCP server for libSQL databases with comprehensive security and management tools.",
"detailed_description": "Production-ready MCP server for libSQL databases with comprehensive security and management tools.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "XGenerationLab/xiyan_mcp_server",
"github_url": "https://github.com/XGenerationLab/xiyan_mcp_server",
"short_description": "to-SQL LLM.",
"detailed_description": "to-SQL LLM.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "xing5/mcp-google-sheets",
"github_url": "https://github.com/xing5/mcp-google-sheets",
"short_description": "A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.",
"detailed_description": "A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ydb/ydb-mcp",
"github_url": "https://github.com/ydb-platform/ydb-mcp",
"short_description": "MCP server for interacting with [YDB](https://ydb.tech) databases",
"detailed_description": "MCP server for interacting with [YDB](https://ydb.tech) databases",
"category": "️ Databases",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "yincongcyincong/VictoriaMetrics-mcp-server",
"github_url": "https://github.com/yincongcyincong/VictoriaMetrics-mcp-server",
"short_description": "An MCP server for interacting with VictoriaMetrics database.",
"detailed_description": "An MCP server for interacting with VictoriaMetrics database.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "zilliztech/mcp-server-milvus",
"github_url": "https://github.com/zilliztech/mcp-server-milvus",
"short_description": "MCP Server for Milvus / Zilliz, making it possible to interact with your database.",
"detailed_description": "MCP Server for Milvus / Zilliz, making it possible to interact with your database.",
"category": "️ Databases",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "aywengo/kafka-schema-reg-mcp",
"github_url": "https://github.com/aywengo/kafka-schema-reg-mcp",
"short_description": "Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.",
"detailed_description": "Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.",
"category": "Data Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "dbt-labs/dbt-mcp",
"github_url": "https://github.com/dbt-labs/dbt-mcp",
"short_description": "Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.",
"detailed_description": "Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.",
"category": "Data Platforms",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "flowcore/mcp-flowcore-platform",
"github_url": "https://github.com/flowcore-io/mcp-flowcore-platform",
"short_description": "Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language.",
"detailed_description": "Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language.",
"category": "Data Platforms",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "JordiNei/mcp-databricks-server",
"github_url": "https://github.com/JordiNeil/mcp-databricks-server",
"short_description": "Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.",
"detailed_description": "Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.",
"category": "Data Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "jwaxman19/qlik-mcp",
"github_url": "https://github.com/jwaxman19/qlik-mcp",
"short_description": "MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support.",
"detailed_description": "MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support.",
"category": "Data Platforms",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "keboola/keboola-mcp-server",
"github_url": "https://github.com/keboola/keboola-mcp-server",
"short_description": "interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.",
"detailed_description": "interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.",
"category": "Data Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "mattijsdp/dbt-docs-mcp",
"github_url": "https://github.com/mattijsdp/dbt-docs-mcp",
"short_description": "MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.",
"detailed_description": "MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.",
"category": "Data Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "yashshingvi/databricks-genie-MCP",
"github_url": "https://github.com/yashshingvi/databricks-genie-MCP",
"short_description": "A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.",
"detailed_description": "A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.",
"category": "Data Platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "21st-dev/Magic-MCP",
"github_url": "https://github.com/21st-dev/magic-mcp",
"short_description": "Create crafted UI components inspired by the best 21st.dev design engineers.",
"detailed_description": "Create crafted UI components inspired by the best 21st.dev design engineers.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "aashari/mcp-server-atlassian-bitbucket",
"github_url": "https://github.com/aashari/mcp-server-atlassian-bitbucket",
"short_description": "Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.",
"detailed_description": "Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "aashari/mcp-server-atlassian-confluence",
"github_url": "https://github.com/aashari/mcp-server-atlassian-confluence",
"short_description": "Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.",
"detailed_description": "Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "aashari/mcp-server-atlassian-jira",
"github_url": "https://github.com/aashari/mcp-server-atlassian-jira",
"short_description": "Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.",
"detailed_description": "Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "abrinsmead/mindpilot-mcp",
"github_url": "https://github.com/abrinsmead/mindpilot-mcp",
"short_description": "Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to \"show me this in a diagram\".",
"detailed_description": "Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to \"show me this in a diagram\".",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "admica/FileScopeMCP",
"github_url": "https://github.com/admica/FileScopeMCP",
"short_description": "Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.",
"detailed_description": "Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python",
"TypeScript/JavaScript",
"Rust"
],
"scope": [],
"platforms": []
}
},
{
"name": "akramIOT/MCP_AI_SOC_Sher",
"github_url": "https://github.com/akramIOT/MCP_AI_SOC_Sher",
"short_description": "MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.",
"detailed_description": "MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python",
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "alimo7amed93/webhook-tester-mcp",
"github_url": "https://github.com/alimo7amed93/webhook-tester-mcp",
"short_description": "based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.",
"detailed_description": "based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ArchAI-Labs/fastmcp-sonarqube-metrics",
"github_url": "https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics",
"short_description": "A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.",
"detailed_description": "A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "artmann/package-registry-mcp",
"github_url": "https://github.com/artmann/package-registry-mcp",
"short_description": "MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.",
"detailed_description": "MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "wyattjoh/jsr-mcp",
"github_url": "https://github.com/wyattjoh/jsr-mcp",
"short_description": "Model Context Protocol server for the JSR (JavaScript Registry)",
"detailed_description": "Model Context Protocol server for the JSR (JavaScript Registry)",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "augmnt/augments-mcp-server",
"github_url": "https://github.com/augmnt/augments-mcp-server",
"short_description": "Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.",
"detailed_description": "Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "automation-ai-labs/mcp-link",
"github_url": "https://github.com/automation-ai-labs/mcp-link",
"short_description": "Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)",
"detailed_description": "Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "axliupore/mcp-code-runner",
"github_url": "https://github.com/axliupore/mcp-code-runner",
"short_description": "An MCP server for running code locally via Docker and supporting multiple programming languages.",
"detailed_description": "An MCP server for running code locally via Docker and supporting multiple programming languages.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "azer/react-analyzer-mcp",
"github_url": "https://github.com/azer/react-analyzer-mcp",
"short_description": "Analyze React code locally, generate docs / llm.txt for whole project at once",
"detailed_description": "Analyze React code locally, generate docs / llm.txt for whole project at once",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "bucketco/bucket-javascript-sdk#cli",
"github_url": "https://github.com/bucketco/bucket-javascript-sdk/tree/main/packages/cli#model-context-protocol",
"short_description": "Flag features directly from chat in your IDE with [Bucket](https://bucket.co).",
"detailed_description": "Flag features directly from chat in your IDE with [Bucket](https://bucket.co).",
"category": "Developer Tools",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Chunkydotdev/bldbl-mcp",
"github_url": "https://github.com/chunkydotdev/bldbl-mcp",
"short_description": "Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.",
"detailed_description": "Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "cjo4m06/mcp-shrimp-task-manager",
"github_url": "https://github.com/cjo4m06/mcp-shrimp-task-manager",
"short_description": "focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)",
"detailed_description": "focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "ckanthony/gin-mcp",
"github_url": "https://github.com/ckanthony/gin-mcp",
"short_description": "A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.",
"detailed_description": "A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Embedded"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "ckreiling/mcp-server-docker",
"github_url": "https://github.com/ckreiling/mcp-server-docker",
"short_description": "Integrate with Docker to manage containers, images, volumes, and networks.",
"detailed_description": "Integrate with Docker to manage containers, images, volumes, and networks.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "CodeLogicIncEngineering/codelogic-mcp-server",
"github_url": "https://github.com/CodeLogicIncEngineering/codelogic-mcp-server",
"short_description": "Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.",
"detailed_description": "Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.",
"category": "Developer Tools",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "Comet-ML/Opik-MCP",
"github_url": "https://github.com/comet-ml/opik-mcp",
"short_description": "Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.",
"detailed_description": "Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.",
"category": "Developer Tools",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "cqfn/aibolit-mcp-server",
"github_url": "https://github.com/cqfn/aibolit-mcp-server",
"short_description": "Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'",
"detailed_description": "Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Java"
],
"scope": [],
"platforms": []
}
},
{
"name": "davidan90/time-node-mcp",
"github_url": "https://github.com/davidan90/time-node-mcp",
"short_description": "Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.",
"detailed_description": "Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "davidlin2k/pox-mcp-server",
"github_url": "https://github.com/davidlin2k/pox-mcp-server",
"short_description": "MCP server for the POX SDN controller to provides network control and management capabilities.",
"detailed_description": "MCP server for the POX SDN controller to provides network control and management capabilities.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "delano/postman-mcp-server",
"github_url": "https://github.com/delano/postman-mcp-server",
"short_description": "Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)",
"detailed_description": "Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "docker/hub-mcp",
"github_url": "https://github.com/docker/hub-mcp",
"short_description": "Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images",
"detailed_description": "Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images",
"category": "Developer Tools",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "endorhq/cli",
"github_url": "https://github.com/endorhq/cli",
"short_description": "Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.",
"detailed_description": "Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "flipt-io/mcp-server-flipt",
"github_url": "https://github.com/flipt-io/mcp-server-flipt",
"short_description": "Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).",
"detailed_description": "Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "freema/mcp-design-system-extractor",
"github_url": "https://github.com/freema/mcp-design-system-extractor",
"short_description": "Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.",
"detailed_description": "Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "gitkraken/gk-cli",
"github_url": "https://github.com/gitkraken/gk-cli",
"short_description": "A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.",
"detailed_description": "A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.",
"category": "Developer Tools",
"metadata": {
"official": true,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "GLips/Figma-Context-MCP",
"github_url": "https://github.com/GLips/Figma-Context-MCP",
"short_description": "Provide coding agents direct access to Figma data to help them one-shot design implementation.",
"detailed_description": "Provide coding agents direct access to Figma data to help them one-shot design implementation.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "gofireflyio/firefly-mcp",
"github_url": "https://github.com/gofireflyio/firefly-mcp",
"short_description": "Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).",
"detailed_description": "Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).",
"category": "Developer Tools",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "gorosun/unified-diff-mcp",
"github_url": "https://github.com/gorosun/unified-diff-mcp",
"short_description": "Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration",
"detailed_description": "Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Govcraft/rust-docs-mcp-server",
"github_url": "https://github.com/Govcraft/rust-docs-mcp-server",
"short_description": "Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.",
"detailed_description": "Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "PromptExecution/cratedocs-mcp",
"github_url": "https://github.com/promptexecution/cratedocs-mcp",
"short_description": "Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) & crate docs w/regex stripping.",
"detailed_description": "Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) & crate docs w/regex stripping.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "HainanZhao/mcp-gitlab-jira",
"github_url": "https://github.com/HainanZhao/mcp-gitlab-jira",
"short_description": "Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.",
"detailed_description": "Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "haris-musa/excel-mcp-server",
"github_url": "https://github.com/haris-musa/excel-mcp-server",
"short_description": "An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).",
"detailed_description": "An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "higress-group/higress-ops-mcp-server",
"github_url": "https://github.com/higress-group/higress-ops-mcp-server",
"short_description": "MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.",
"detailed_description": "MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "hijaz/postmancer",
"github_url": "https://github.com/hijaz/postmancer",
"short_description": "A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.",
"detailed_description": "A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "hloiseaufcms/mcp-gopls",
"github_url": "https://github.com/hloiseaufcms/mcp-gopls",
"short_description": "A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.",
"detailed_description": "A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "hungthai1401/bruno-mcp",
"github_url": "https://github.com/hungthai1401/bruno-mcp",
"short_description": "A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).",
"detailed_description": "A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "hyperb1iss/droidmind",
"github_url": "https://github.com/hyperb1iss/droidmind",
"short_description": "Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.",
"detailed_description": "Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Hypersequent/qasphere-mcp",
"github_url": "https://github.com/Hypersequent/qasphere-mcp",
"short_description": "Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs",
"detailed_description": "Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs",
"category": "Developer Tools",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "idosal/git-mcp",
"github_url": "https://github.com/idosal/git-mcp",
"short_description": "[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project for documentation",
"detailed_description": "[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project for documentation",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "IlyaGulya/gradle-mcp-server",
"github_url": "https://github.com/IlyaGulya/gradle-mcp-server",
"short_description": "Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting",
"detailed_description": "Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "promptexecution/just-mcp",
"github_url": "https://github.com/promptexecution/just-mcp",
"short_description": "Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.",
"detailed_description": "Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "InditexTech/mcp-server-simulator-ios-idb",
"github_url": "https://github.com/InditexTech/mcp-server-simulator-ios-idb",
"short_description": "A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.",
"detailed_description": "A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "InhiblabCore/mcp-image-compression",
"github_url": "https://github.com/InhiblabCore/mcp-image-compression",
"short_description": "MCP server for local compression of various image formats.",
"detailed_description": "MCP server for local compression of various image formats.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Inspizzz/jetbrains-datalore-mcp",
"github_url": "https://github.com/inspizzz/jetbrains-datalore-mcp",
"short_description": "MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )",
"detailed_description": "MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ios-simulator-mcp",
"github_url": "https://github.com/joshuayoes/ios-simulator-mcp",
"short_description": "A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.",
"detailed_description": "A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "isaacphi/mcp-language-server",
"github_url": "https://github.com/isaacphi/mcp-language-server",
"short_description": "MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.",
"detailed_description": "MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "IvanAmador/vercel-ai-docs-mcp",
"github_url": "https://github.com/IvanAmador/vercel-ai-docs-mcp",
"short_description": "A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.",
"detailed_description": "A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "j4c0bs/mcp-server-sql-analyzer",
"github_url": "https://github.com/j4c0bs/mcp-server-sql-analyzer",
"short_description": "MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)",
"detailed_description": "MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "janreges/ai-distiller-mcp",
"github_url": "https://github.com/janreges/ai-distiller",
"short_description": "Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.",
"detailed_description": "Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "jasonjmcghee/claude-debugs-for-you",
"github_url": "https://github.com/jasonjmcghee/claude-debugs-for-you",
"short_description": "An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.",
"detailed_description": "An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "jetbrains/mcpProxy",
"github_url": "https://github.com/JetBrains/mcpProxy",
"short_description": "Connect to JetBrains IDE",
"detailed_description": "Connect to JetBrains IDE",
"category": "Developer Tools",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Jktfe/serveMyAPI",
"github_url": "https://github.com/Jktfe/serveMyAPI",
"short_description": "A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.",
"detailed_description": "A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "jordandalton/restcsv-mcp-server",
"github_url": "https://github.com/JordanDalton/RestCsvMcpServer",
"short_description": "An MCP server for CSV files.",
"detailed_description": "An MCP server for CSV files.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "joshuarileydev/app-store-connect-mcp-server",
"github_url": "https://github.com/JoshuaRileyDev/app-store-connect-mcp-server",
"short_description": "An MCP server to communicate with the App Store Connect API for iOS Developers",
"detailed_description": "An MCP server to communicate with the App Store Connect API for iOS Developers",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "joshuarileydev/simulator-mcp-server",
"github_url": "https://github.com/JoshuaRileyDev/simulator-mcp-server",
"short_description": "An MCP server to control iOS Simulators",
"detailed_description": "An MCP server to control iOS Simulators",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Jpisnice/shadcn-ui-mcp-server",
"github_url": "https://github.com/Jpisnice/shadcn-ui-mcp-server",
"short_description": "MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.",
"detailed_description": "MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "jsdelivr/globalping-mcp-server",
"github_url": "https://github.com/jsdelivr/globalping-mcp-server",
"short_description": "The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.",
"detailed_description": "The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.",
"category": "Developer Tools",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kadykov/mcp-openapi-schema-explorer",
"github_url": "https://github.com/kadykov/mcp-openapi-schema-explorer",
"short_description": "Token-efficient access to OpenAPI/Swagger specs via MCP Resources.",
"detailed_description": "Token-efficient access to OpenAPI/Swagger specs via MCP Resources.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "lamemind/mcp-server-multiverse",
"github_url": "https://github.com/lamemind/mcp-server-multiverse",
"short_description": "A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.",
"detailed_description": "A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "langfuse/mcp-server-langfuse",
"github_url": "https://github.com/langfuse/mcp-server-langfuse",
"short_description": "MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management.",
"detailed_description": "MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "lpigeon/ros-mcp-server",
"github_url": "https://github.com/lpigeon/ros-mcp-server",
"short_description": "The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.",
"detailed_description": "The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "lpigeon/unitree-go2-mcp-server",
"github_url": "https://github.com/lpigeon/unitree-go2-mcp-server",
"short_description": "The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.",
"detailed_description": "The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"Linux"
]
}
},
{
"name": "ukkit/memcord",
"github_url": "https://github.com/ukkit/memcord",
"short_description": "A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.",
"detailed_description": "A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Linux"
]
}
},
{
"name": "mobile-next/mobile-mcp",
"github_url": "https://github.com/mobile-next/mobile-mcp",
"short_description": "MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.",
"detailed_description": "MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Linux"
]
}
},
{
"name": "mrexodia/user-feedback-mcp",
"github_url": "https://github.com/mrexodia/user-feedback-mcp",
"short_description": "Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.",
"detailed_description": "Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "narumiruna/gitingest-mcp",
"github_url": "https://github.com/narumiruna/gitingest-mcp",
"short_description": "A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.",
"detailed_description": "A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "neilberkman/editorconfig_mcp",
"github_url": "https://github.com/neilberkman/editorconfig_mcp",
"short_description": "Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.",
"detailed_description": "Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "OctoMind-dev/octomind-mcp",
"github_url": "https://github.com/OctoMind-dev/octomind-mcp",
"short_description": "lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.",
"detailed_description": "lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "OpenZeppelin/contracts-wizard",
"github_url": "https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp",
"short_description": "A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).",
"detailed_description": "A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "bgauryy/octocode-mcp",
"github_url": "https://github.com/bgauryy/octocode-mcp",
"short_description": "AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.",
"detailed_description": "AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "opslevel/opslevel-mcp",
"github_url": "https://github.com/opslevel/opslevel-mcp",
"short_description": "Official MCP Server for [OpsLevel](https://www.opslevel.com)",
"detailed_description": "Official MCP Server for [OpsLevel](https://www.opslevel.com)",
"category": "Developer Tools",
"metadata": {
"official": true,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "picahq/mcp",
"github_url": "https://github.com/picahq/mcp",
"short_description": "One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.",
"detailed_description": "One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.",
"category": "Developer Tools",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript",
"Rust"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "posthog/mcp",
"github_url": "https://github.com/posthog/mcp",
"short_description": "An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.",
"detailed_description": "An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.",
"category": "Developer Tools",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Pratyay/mac-monitor-mcp",
"github_url": "https://github.com/Pratyay/mac-monitor-mcp",
"short_description": "Identifies resource-intensive processes on macOS and provides performance improvement suggestions.",
"detailed_description": "Identifies resource-intensive processes on macOS and provides performance improvement suggestions.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "pskill9/website-downloader",
"github_url": "https://github.com/pskill9/website-downloader",
"short_description": "This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.",
"detailed_description": "This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "qainsights/jmeter-mcp-server",
"github_url": "https://github.com/QAInsights/jmeter-mcp-server",
"short_description": "JMeter MCP Server for performance testing",
"detailed_description": "JMeter MCP Server for performance testing",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "qainsights/k6-mcp-server",
"github_url": "https://github.com/QAInsights/k6-mcp-server",
"short_description": "Grafana k6 MCP Server for performance testing",
"detailed_description": "Grafana k6 MCP Server for performance testing",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "qainsights/locust-mcp-server",
"github_url": "https://github.com/QAInsights/locust-mcp-server",
"short_description": "Locust MCP Server for performance testing",
"detailed_description": "Locust MCP Server for performance testing",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "QuantGeekDev/docker-mcp",
"github_url": "https://github.com/QuantGeekDev/docker-mcp",
"short_description": "Docker container management and operations through MCP",
"detailed_description": "Docker container management and operations through MCP",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "r-huijts/xcode-mcp-server",
"github_url": "https://github.com/r-huijts/xcode-mcp-server",
"short_description": "Xcode integration for project management, file operations, and build automation",
"detailed_description": "Xcode integration for project management, file operations, and build automation",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "ReAPI-com/mcp-openapi",
"github_url": "https://github.com/ReAPI-com/mcp-openapi",
"short_description": "MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data",
"detailed_description": "MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Rootly-AI-Labs/Rootly-MCP-server",
"github_url": "https://github.com/Rootly-AI-Labs/Rootly-MCP-server",
"short_description": "MCP server for the incident management platform [Rootly](https://rootly.com/).",
"detailed_description": "MCP server for the incident management platform [Rootly](https://rootly.com/).",
"category": "Developer Tools",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS"
]
}
},
{
"name": "ryan0204/github-repo-mcp",
"github_url": "https://github.com/Ryan0204/github-repo-mcp",
"short_description": "GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.",
"detailed_description": "GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "sammcj/mcp-package-version",
"github_url": "https://github.com/sammcj/mcp-package-version",
"short_description": "An MCP Server to help LLMs suggest the latest stable package versions when writing code.",
"detailed_description": "An MCP Server to help LLMs suggest the latest stable package versions when writing code.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "sapientpants/sonarqube-mcp-server",
"github_url": "https://github.com/sapientpants/sonarqube-mcp-server",
"short_description": "A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses",
"detailed_description": "A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "SDGLBL/mcp-claude-code",
"github_url": "https://github.com/SDGLBL/mcp-claude-code",
"short_description": "An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.",
"detailed_description": "An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "sequa-ai/sequa-mcp",
"github_url": "https://github.com/sequa-ai/sequa-mcp",
"short_description": "Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.",
"detailed_description": "Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "snaggle-ai/openapi-mcp-server",
"github_url": "https://github.com/snaggle-ai/openapi-mcp-server",
"short_description": "Connect any HTTP/REST API server using an Open API spec (v3)",
"detailed_description": "Connect any HTTP/REST API server using an Open API spec (v3)",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "spacecode-ai/SpaceBridge-MCP",
"github_url": "https://github.com/spacecode-ai/SpaceBridge-MCP",
"short_description": "Bring structure and preserve context in vibe coding by automatically tracking issues.",
"detailed_description": "Bring structure and preserve context in vibe coding by automatically tracking issues.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Linux"
]
}
},
{
"name": "stass/lldb-mcp",
"github_url": "https://github.com/stass/lldb-mcp",
"short_description": "A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.",
"detailed_description": "A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Linux"
]
}
},
{
"name": "TencentEdgeOne/edgeone-pages-mcp",
"github_url": "https://github.com/TencentEdgeOne/edgeone-pages-mcp",
"short_description": "An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.",
"detailed_description": "An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "tgeselle/bugsnag-mcp",
"github_url": "https://github.com/tgeselle/bugsnag-mcp",
"short_description": "An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)",
"detailed_description": "An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Tommertom/awesome-ionic-mcp",
"github_url": "https://github.com/Tommertom/awesome-ionic-mcp",
"short_description": "Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!",
"detailed_description": "Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "tipdotmd/tip-md-x402-mcp-server",
"github_url": "https://github.com/tipdotmd/tip-md-x402-mcp-server",
"short_description": "MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.",
"detailed_description": "MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "tumf/mcp-text-editor",
"github_url": "https://github.com/tumf/mcp-text-editor",
"short_description": "A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.",
"detailed_description": "A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "utensils/mcp-nixos",
"github_url": "https://github.com/utensils/mcp-nixos",
"short_description": "MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.",
"detailed_description": "MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "vasayxtx/mcp-prompt-engine",
"github_url": "https://github.com/vasayxtx/mcp-prompt-engine",
"short_description": "MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.",
"detailed_description": "MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "vivekvells/mcp-pandoc",
"github_url": "https://github.com/vivekVells/mcp-pandoc",
"short_description": "MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.",
"detailed_description": "MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "VSCode Devtools",
"github_url": "https://github.com/biegehydra/BifrostMCP",
"short_description": "Connect to VSCode ide and use semantic tools like `find_usages`",
"detailed_description": "Connect to VSCode ide and use semantic tools like `find_usages`",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [],
"platforms": []
}
},
{
"name": "WiseVision/mcp_server_ros_2",
"github_url": "https://github.com/wise-vision/mcp_server_ros_2",
"short_description": "MCP server for ROS2 enabling AI-driven robotics applications and services.",
"detailed_description": "MCP server for ROS2 enabling AI-driven robotics applications and services.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "Wooonster/hocr_mcp_server",
"github_url": "https://github.com/Wooonster/hocr_mcp_server",
"short_description": "based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.",
"detailed_description": "based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "XixianLiang/HarmonyOS-mcp-server",
"github_url": "https://github.com/XixianLiang/HarmonyOS-mcp-server",
"short_description": "Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.",
"detailed_description": "Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "xzq.xu/jvm-mcp-server",
"github_url": "https://github.com/xzq-xu/jvm-mcp-server",
"short_description": "An implementation project of a JVM-based MCP (Model Context Protocol) server.",
"detailed_description": "An implementation project of a JVM-based MCP (Model Context Protocol) server.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "yangkyeongmo@/mcp-server-apache-airflow",
"github_url": "https://github.com/yangkyeongmo/mcp-server-apache-airflow",
"short_description": "MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.",
"detailed_description": "MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "yikakia/godoc-mcp-server",
"github_url": "https://github.com/yikakia/godoc-mcp-server",
"short_description": "Query Go package information on pkg.go.dev",
"detailed_description": "Query Go package information on pkg.go.dev",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "yiwenlu66/PiloTY",
"github_url": "https://github.com/yiwenlu66/PiloTY",
"short_description": "AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management",
"detailed_description": "AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "YuChenSSR/mindmap-mcp-server",
"github_url": "https://github.com/YuChenSSR/mindmap-mcp-server",
"short_description": "A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.",
"detailed_description": "A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "YuChenSSR/multi-ai-advisor",
"github_url": "https://github.com/YuChenSSR/multi-ai-advisor-mcp",
"short_description": "A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.",
"detailed_description": "A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Yutarop/ros-mcp",
"github_url": "https://github.com/Yutarop/ros-mcp",
"short_description": "MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.",
"detailed_description": "MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"Linux"
]
}
},
{
"name": "yWorks/mcp-typescribe",
"github_url": "https://github.com/yWorks/mcp-typescribe",
"short_description": "MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs",
"detailed_description": "MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "zaizaizhao/mcp-swagger-server",
"github_url": "https://github.com/zaizaizhao/mcp-swagger-server",
"short_description": "A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.",
"detailed_description": "A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "zcaceres/fetch-mcp",
"github_url": "https://github.com/zcaceres/fetch-mcp",
"short_description": "An MCP server to flexibly fetch JSON, text, and HTML data",
"detailed_description": "An MCP server to flexibly fetch JSON, text, and HTML data",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "zenml-io/mcp-zenml",
"github_url": "https://github.com/zenml-io/mcp-zenml",
"short_description": "An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines",
"detailed_description": "An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "zillow/auto-mobile",
"github_url": "https://github.com/zillow/auto-mobile",
"short_description": "Tool suite built around an MCP server for Android automation for developer workflow and testing",
"detailed_description": "Tool suite built around an MCP server for Android automation for developer workflow and testing",
"category": "Developer Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"Linux"
]
}
},
{
"name": "arrismo/kaggle-mcp",
"github_url": "https://github.com/arrismo/kaggle-mcp",
"short_description": "Connects to Kaggle, ability to download and analyze datasets.",
"detailed_description": "Connects to Kaggle, ability to download and analyze datasets.",
"category": "Data Science Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ChronulusAI/chronulus-mcp",
"github_url": "https://github.com/ChronulusAI/chronulus-mcp",
"short_description": "Predict anything with Chronulus AI forecasting and prediction agents.",
"detailed_description": "Predict anything with Chronulus AI forecasting and prediction agents.",
"category": "Data Science Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "DataEval/dingo",
"github_url": "https://github.com/DataEval/dingo",
"short_description": "MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.",
"detailed_description": "MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.",
"category": "Data Science Tools",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "datalayer/jupyter-mcp-server",
"github_url": "https://github.com/datalayer/jupyter-mcp-server",
"short_description": "Model Context Protocol (MCP) Server for Jupyter.",
"detailed_description": "Model Context Protocol (MCP) Server for Jupyter.",
"category": "Data Science Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "HumanSignal/label-studio-mcp-server",
"github_url": "https://github.com/HumanSignal/label-studio-mcp-server",
"short_description": "Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.",
"detailed_description": "Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.",
"category": "Data Science Tools",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "jjsantos01/jupyter-notebook-mcp",
"github_url": "https://github.com/jjsantos01/jupyter-notebook-mcp",
"short_description": "connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.",
"detailed_description": "connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.",
"category": "Data Science Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "kdqed/zaturn",
"github_url": "https://github.com/kdqed/zaturn",
"short_description": "Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.",
"detailed_description": "Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.",
"category": "Data Science Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "mckinsey/vizro-mcp",
"github_url": "https://github.com/mckinsey/vizro/tree/main/vizro-mcp",
"short_description": "Tools and templates to create validated and maintainable data charts and dashboards.",
"detailed_description": "Tools and templates to create validated and maintainable data charts and dashboards.",
"category": "Data Science Tools",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "optuna/optuna-mcp",
"github_url": "https://github.com/optuna/optuna-mcp",
"short_description": "Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).",
"detailed_description": "Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).",
"category": "Data Science Tools",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Linux"
]
}
},
{
"name": "reading-plus-ai/mcp-server-data-exploration",
"github_url": "https://github.com/reading-plus-ai/mcp-server-data-exploration",
"short_description": "Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.",
"detailed_description": "Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.",
"category": "Data Science Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "subelsky/bundler_mcp",
"github_url": "https://github.com/subelsky/bundler_mcp",
"short_description": "Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.",
"detailed_description": "Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.",
"category": "Data Science Tools",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Bright-L01/networkx-mcp-server",
"github_url": "https://github.com/Bright-L01/networkx-mcp-server",
"short_description": "The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.",
"detailed_description": "The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.",
"category": "Data Science Tools",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "zcaceres/markdownify-mcp",
"github_url": "https://github.com/zcaceres/markdownify-mcp",
"short_description": "An MCP server to convert almost any file or web content into Markdown",
"detailed_description": "An MCP server to convert almost any file or web content into Markdown",
"category": "Data Science Tools",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "horw/esp-mcp",
"github_url": "https://github.com/horw/esp-mcp",
"short_description": "Workflow for fixing build issues in ESP32 series chips using ESP-IDF.",
"detailed_description": "Workflow for fixing build issues in ESP32 series chips using ESP-IDF.",
"category": "Embedded System",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Embedded"
],
"platforms": []
}
},
{
"name": "kukapay/modbus-mcp",
"github_url": "https://github.com/kukapay/modbus-mcp",
"short_description": "An MCP server that standardizes and contextualizes industrial Modbus data.",
"detailed_description": "An MCP server that standardizes and contextualizes industrial Modbus data.",
"category": "Embedded System",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Embedded"
],
"platforms": []
}
},
{
"name": "kukapay/opcua-mcp",
"github_url": "https://github.com/kukapay/opcua-mcp",
"short_description": "An MCP server that connects to OPC UA-enabled industrial systems.",
"detailed_description": "An MCP server that connects to OPC UA-enabled industrial systems.",
"category": "Embedded System",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Embedded"
],
"platforms": []
}
},
{
"name": "stack-chan/stack-chan",
"github_url": "https://github.com/stack-chan/stack-chan",
"short_description": "A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions and emotions.",
"detailed_description": "A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions and emotions.",
"category": "Embedded System",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Embedded"
],
"platforms": []
}
},
{
"name": "yoelbassin/gnuradioMCP",
"github_url": "https://github.com/yoelbassin/gnuradioMCP",
"short_description": "An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts.",
"detailed_description": "An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts.",
"category": "Embedded System",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local",
"Embedded"
],
"platforms": []
}
},
{
"name": "8b-is/smart-tree",
"github_url": "https://github.com/8b-is/smart-tree",
"short_description": "AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.",
"detailed_description": "AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.",
"category": "File Systems",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "cyberchitta/llm-context.py",
"github_url": "https://github.com/cyberchitta/llm-context.py",
"short_description": "Share code context with LLMs via MCP or clipboard",
"detailed_description": "Share code context with LLMs via MCP or clipboard",
"category": "File Systems",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "exoticknight/mcp-file-merger",
"github_url": "https://github.com/exoticknight/mcp-file-merger",
"short_description": "File merger tool, suitable for AI chat length limits.",
"detailed_description": "File merger tool, suitable for AI chat length limits.",
"category": "File Systems",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "filesystem@quarkiverse/quarkus-mcp-servers",
"github_url": "https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/filesystem",
"short_description": "A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.",
"detailed_description": "A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.",
"category": "File Systems",
"metadata": {
"official": false,
"languages": [
"Java"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "hmk/box-mcp-server",
"github_url": "https://github.com/hmk/box-mcp-server",
"short_description": "Box integration for listing, reading and searching files",
"detailed_description": "Box integration for listing, reading and searching files",
"category": "File Systems",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "isaacphi/mcp-gdrive",
"github_url": "https://github.com/isaacphi/mcp-gdrive",
"short_description": "Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.",
"detailed_description": "Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.",
"category": "File Systems",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "jeannier/homebrew-mcp",
"github_url": "https://github.com/jeannier/homebrew-mcp",
"short_description": "Control your macOS Homebrew setup using natural language via this MCP server. Simply manage your packages, or ask for suggestions, troubleshoot brew issues etc.",
"detailed_description": "Control your macOS Homebrew setup using natural language via this MCP server. Simply manage your packages, or ask for suggestions, troubleshoot brew issues etc.",
"category": "File Systems",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "mamertofabian/mcp-everything-search",
"github_url": "https://github.com/mamertofabian/mcp-everything-search",
"short_description": "Fast Windows file search using Everything SDK",
"detailed_description": "Fast Windows file search using Everything SDK",
"category": "File Systems",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"Windows"
]
}
},
{
"name": "mark3labs/mcp-filesystem-server",
"github_url": "https://github.com/mark3labs/mcp-filesystem-server",
"short_description": "Golang implementation for local file system access.",
"detailed_description": "Golang implementation for local file system access.",
"category": "File Systems",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "mickaelkerjean/filestash",
"github_url": "https://github.com/mickael-kerjean/filestash/tree/master/server/plugin/plg_handler_mcp",
"short_description": "Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.",
"detailed_description": "Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.",
"category": "File Systems",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "microsoft/markitdown",
"github_url": "https://github.com/microsoft/markitdown/tree/main/packages/markitdown-mcp",
"short_description": "MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.",
"detailed_description": "MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.",
"category": "File Systems",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "modelcontextprotocol/server-filesystem",
"github_url": "https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem",
"short_description": "Direct local file system access.",
"detailed_description": "Direct local file system access.",
"category": "File Systems",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Xuanwo/mcp-server-opendal",
"github_url": "https://github.com/Xuanwo/mcp-server-opendal",
"short_description": "Access any storage with Apache OpenDAL™",
"detailed_description": "Access any storage with Apache OpenDAL™",
"category": "File Systems",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "Regenerating-World/pix-mcp",
"github_url": "https://github.com/Regenerating-World/pix-mcp",
"short_description": "Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments.",
"detailed_description": "Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "aaronjmars/web3-research-mcp",
"github_url": "https://github.com/aaronjmars/web3-research-mcp",
"short_description": "Deep Research for crypto - free & fully local",
"detailed_description": "Deep Research for crypto - free & fully local",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ahnlabio/bicscan-mcp",
"github_url": "https://github.com/ahnlabio/bicscan-mcp",
"short_description": "Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.",
"detailed_description": "Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.",
"category": "Finance & Fintech",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "getAlby/mcp",
"github_url": "https://github.com/getAlby/mcp",
"short_description": "Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally.",
"detailed_description": "Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally.",
"category": "Finance & Fintech",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "alchemy/alchemy-mcp-server",
"github_url": "https://github.com/alchemyplatform/alchemy-mcp-server",
"short_description": "Allow AI agents to interact with Alchemy's blockchain APIs.",
"detailed_description": "Allow AI agents to interact with Alchemy's blockchain APIs.",
"category": "Finance & Fintech",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "anjor/coinmarket-mcp-server",
"github_url": "https://github.com/anjor/coinmarket-mcp-server",
"short_description": "Coinmarket API integration to fetch cryptocurrency listings and quotes",
"detailed_description": "Coinmarket API integration to fetch cryptocurrency listings and quotes",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "araa47/jupiter-mcp",
"github_url": "https://github.com/araa47/jupiter-mcp",
"short_description": "Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )",
"detailed_description": "Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ariadng/metatrader-mcp-server",
"github_url": "https://github.com/ariadng/metatrader-mcp-server",
"short_description": "Enable AI LLMs to execute trades using MetaTrader 5 platform",
"detailed_description": "Enable AI LLMs to execute trades using MetaTrader 5 platform",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"Windows"
]
}
},
{
"name": "armorwallet/armor-crypto-mcp",
"github_url": "https://github.com/armorwallet/armor-crypto-mcp",
"short_description": "MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.",
"detailed_description": "MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "bankless/onchain-mcp",
"github_url": "https://github.com/Bankless/onchain-mcp/",
"short_description": "Bankless Onchain API to interact with smart contracts, query transaction and token information",
"detailed_description": "Bankless Onchain API to interact with smart contracts, query transaction and token information",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "base/base-mcp",
"github_url": "https://github.com/base/base-mcp",
"short_description": "Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations",
"detailed_description": "Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations",
"category": "Finance & Fintech",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "berlinbra/alpha-vantage-mcp",
"github_url": "https://github.com/berlinbra/alpha-vantage-mcp",
"short_description": "Alpha Vantage API integration to fetch both stock and crypto information",
"detailed_description": "Alpha Vantage API integration to fetch both stock and crypto information",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "bitteprotocol/mcp",
"github_url": "https://github.com/BitteProtocol/mcp",
"short_description": "Bitte Protocol integration to run AI Agents on several blockchains.",
"detailed_description": "Bitte Protocol integration to run AI Agents on several blockchains.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [],
"platforms": []
}
},
{
"name": "carsol/monarch-mcp-server",
"github_url": "https://github.com/carsol/monarch-mcp-server",
"short_description": "MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support.",
"detailed_description": "MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "chargebee/mcp",
"github_url": "https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol",
"short_description": "MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).",
"detailed_description": "MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).",
"category": "Finance & Fintech",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "codex-data/codex-mcp",
"github_url": "https://github.com/Codex-Data/codex-mcp",
"short_description": "[Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks",
"detailed_description": "[Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks",
"category": "Finance & Fintech",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "coinpaprika/dexpaprika-mcp",
"github_url": "https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol",
"short_description": "Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.",
"detailed_description": "Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.",
"category": "Finance & Fintech",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "doggybee/mcp-server-ccxt",
"github_url": "https://github.com/doggybee/mcp-server-ccxt",
"short_description": "An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more.",
"detailed_description": "An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ferdousbhai/investor-agent",
"github_url": "https://github.com/ferdousbhai/investor-agent",
"short_description": "Yahoo Finance integration to fetch stock market data including options recommendations",
"detailed_description": "Yahoo Finance integration to fetch stock market data including options recommendations",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ferdousbhai/tasty-agent",
"github_url": "https://github.com/ferdousbhai/tasty-agent",
"short_description": "Tastyworks API integration to handle trading activities on Tastytrade",
"detailed_description": "Tastyworks API integration to handle trading activities on Tastytrade",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ferdousbhai/wsb-analyst-mcp",
"github_url": "https://github.com/ferdousbhai/wsb-analyst-mcp",
"short_description": "Reddit integration to analyze content on WallStreetBets community",
"detailed_description": "Reddit integration to analyze content on WallStreetBets community",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "getalby/nwc-mcp-server",
"github_url": "https://github.com/getalby/nwc-mcp-server",
"short_description": "Bitcoin Lightning wallet integration powered by Nostr Wallet Connect",
"detailed_description": "Bitcoin Lightning wallet integration powered by Nostr Wallet Connect",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "glaksmono/finbud-data-mcp",
"github_url": "https://github.com/glaksmono/finbud-data-mcp/tree/main/packages/mcp-server",
"short_description": "Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.",
"detailed_description": "Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "heurist-network/heurist-mesh-mcp-server",
"github_url": "https://github.com/heurist-network/heurist-mesh-mcp-server",
"short_description": "Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains",
"detailed_description": "Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains",
"category": "Finance & Fintech",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "HuggingAGI/mcp-baostock-server",
"github_url": "https://github.com/HuggingAGI/mcp-baostock-server",
"short_description": "MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.",
"detailed_description": "MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "intentos-labs/beeper-mcp",
"github_url": "https://github.com/intentos-labs/beeper-mcp",
"short_description": "Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.",
"detailed_description": "Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "janswist/mcp-dexscreener",
"github_url": "https://github.com/janswist/mcp-dexscreener",
"short_description": "Real-time on-chain market prices using open and free Dexscreener API",
"detailed_description": "Real-time on-chain market prices using open and free Dexscreener API",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/binance-alpha-mcp",
"github_url": "https://github.com/kukapay/binance-alpha-mcp",
"short_description": "An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.",
"detailed_description": "An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/blockbeats-mcp",
"github_url": "https://github.com/kukapay/blockbeats-mcp",
"short_description": "An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.",
"detailed_description": "An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/blocknative-mcp",
"github_url": "https://github.com/kukapay/blocknative-mcp",
"short_description": "Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.",
"detailed_description": "Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/bridge-rates-mcp",
"github_url": "https://github.com/kukapay/bridge-rates-mcp",
"short_description": "Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.",
"detailed_description": "Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/chainlink-feeds-mcp",
"github_url": "https://github.com/kukapay/chainlink-feeds-mcp",
"short_description": "Providing real-time access to Chainlink's decentralized on-chain price feeds.",
"detailed_description": "Providing real-time access to Chainlink's decentralized on-chain price feeds.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/chainlist-mcp",
"github_url": "https://github.com/kukapay/chainlist-mcp",
"short_description": "An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.",
"detailed_description": "An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/cointelegraph-mcp",
"github_url": "https://github.com/kukapay/cointelegraph-mcp",
"short_description": "Providing real-time access to the latest news from Cointelegraph.",
"detailed_description": "Providing real-time access to the latest news from Cointelegraph.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/crypto-feargreed-mcp",
"github_url": "https://github.com/kukapay/crypto-feargreed-mcp",
"short_description": "Providing real-time and historical Crypto Fear & Greed Index data.",
"detailed_description": "Providing real-time and historical Crypto Fear & Greed Index data.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/crypto-indicators-mcp",
"github_url": "https://github.com/kukapay/crypto-indicators-mcp",
"short_description": "An MCP server providing a range of cryptocurrency technical analysis indicators and strategie.",
"detailed_description": "An MCP server providing a range of cryptocurrency technical analysis indicators and strategie.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/crypto-liquidations-mcp",
"github_url": "https://github.com/kukapay/crypto-liquidations-mcp",
"short_description": "Streams real-time cryptocurrency liquidation events from Binance.",
"detailed_description": "Streams real-time cryptocurrency liquidation events from Binance.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/crypto-news-mcp",
"github_url": "https://github.com/kukapay/crypto-news-mcp",
"short_description": "An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.",
"detailed_description": "An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/crypto-orderbook-mcp",
"github_url": "https://github.com/kukapay/crypto-orderbook-mcp",
"short_description": "Analyzing order book depth and imbalance across major crypto exchanges.",
"detailed_description": "Analyzing order book depth and imbalance across major crypto exchanges.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/crypto-pegmon-mcp",
"github_url": "https://github.com/kukapay/crypto-pegmon-mcp",
"short_description": "Tracking stablecoin peg integrity across multiple blockchains.",
"detailed_description": "Tracking stablecoin peg integrity across multiple blockchains.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/crypto-portfolio-mcp",
"github_url": "https://github.com/kukapay/crypto-portfolio-mcp",
"short_description": "An MCP server for tracking and managing cryptocurrency portfolio allocations.",
"detailed_description": "An MCP server for tracking and managing cryptocurrency portfolio allocations.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/crypto-projects-mcp",
"github_url": "https://github.com/kukapay/crypto-projects-mcp",
"short_description": "Providing cryptocurrency project data from Mobula.io to AI agents.",
"detailed_description": "Providing cryptocurrency project data from Mobula.io to AI agents.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/crypto-rss-mcp",
"github_url": "https://github.com/kukapay/crypto-rss-mcp",
"short_description": "An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds.",
"detailed_description": "An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/crypto-sentiment-mcp",
"github_url": "https://github.com/kukapay/crypto-sentiment-mcp",
"short_description": "An MCP server that delivers cryptocurrency sentiment analysis to AI agents.",
"detailed_description": "An MCP server that delivers cryptocurrency sentiment analysis to AI agents.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/crypto-trending-mcp",
"github_url": "https://github.com/kukapay/crypto-trending-mcp",
"short_description": "Tracking the latest trending tokens on CoinGecko.",
"detailed_description": "Tracking the latest trending tokens on CoinGecko.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/crypto-whitepapers-mcp",
"github_url": "https://github.com/kukapay/crypto-whitepapers-mcp",
"short_description": "Serving as a structured knowledge base of crypto whitepapers.",
"detailed_description": "Serving as a structured knowledge base of crypto whitepapers.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/cryptopanic-mcp-server",
"github_url": "https://github.com/kukapay/cryptopanic-mcp-server",
"short_description": "Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.",
"detailed_description": "Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/dao-proposals-mcp",
"github_url": "https://github.com/kukapay/dao-proposals-mcp",
"short_description": "An MCP server that aggregates live governance proposals from major DAOs.",
"detailed_description": "An MCP server that aggregates live governance proposals from major DAOs.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/defi-yields-mcp",
"github_url": "https://github.com/kukapay/defi-yields-mcp",
"short_description": "An MCP server for AI agents to explore DeFi yield opportunities.",
"detailed_description": "An MCP server for AI agents to explore DeFi yield opportunities.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/dune-analytics-mcp",
"github_url": "https://github.com/kukapay/dune-analytics-mcp",
"short_description": "A mcp server that bridges Dune Analytics data to AI agents.",
"detailed_description": "A mcp server that bridges Dune Analytics data to AI agents.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/etf-flow-mcp",
"github_url": "https://github.com/kukapay/etf-flow-mcp",
"short_description": "Delivering crypto ETF flow data to power AI agents' decision-making.",
"detailed_description": "Delivering crypto ETF flow data to power AI agents' decision-making.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/freqtrade-mcp",
"github_url": "https://github.com/kukapay/freqtrade-mcp",
"short_description": "An MCP server that integrates with the Freqtrade cryptocurrency trading bot.",
"detailed_description": "An MCP server that integrates with the Freqtrade cryptocurrency trading bot.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/funding-rates-mcp",
"github_url": "https://github.com/kukapay/funding-rates-mcp",
"short_description": "Providing real-time funding rate data across major crypto exchanges.",
"detailed_description": "Providing real-time funding rate data across major crypto exchanges.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/hyperliquid-info-mcp",
"github_url": "https://github.com/kukapay/hyperliquid-info-mcp",
"short_description": "An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.",
"detailed_description": "An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/hyperliquid-whalealert-mcp",
"github_url": "https://github.com/kukapay/hyperliquid-whalealert-mcp",
"short_description": "An MCP server that provides real-time whale alerts on Hyperliquid, flagging positions with a notional value exceeding $1 million.",
"detailed_description": "An MCP server that provides real-time whale alerts on Hyperliquid, flagging positions with a notional value exceeding $1 million.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/jupiter-mcp",
"github_url": "https://github.com/kukapay/jupiter-mcp",
"short_description": "An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.",
"detailed_description": "An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/pancakeswap-poolspy-mcp",
"github_url": "https://github.com/kukapay/pancakeswap-poolspy-mcp",
"short_description": "An MCP server that tracks newly created pools on Pancake Swap.",
"detailed_description": "An MCP server that tracks newly created pools on Pancake Swap.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/pumpswap-mcp",
"github_url": "https://github.com/kukapay/pumpswap-mcp",
"short_description": "Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.",
"detailed_description": "Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/raydium-launchlab-mcp",
"github_url": "https://github.com/kukapay/raydium-launchlab-mcp",
"short_description": "An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).",
"detailed_description": "An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/rug-check-mcp",
"github_url": "https://github.com/kukapay/rug-check-mcp",
"short_description": "An MCP server that detects potential risks in Solana meme tokens.",
"detailed_description": "An MCP server that detects potential risks in Solana meme tokens.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/sui-trader-mcp",
"github_url": "https://github.com/kukapay/sui-trader-mcp",
"short_description": "An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.",
"detailed_description": "An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/thegraph-mcp",
"github_url": "https://github.com/kukapay/thegraph-mcp",
"short_description": "An MCP server that powers AI agents with indexed blockchain data from The Graph.",
"detailed_description": "An MCP server that powers AI agents with indexed blockchain data from The Graph.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/token-minter-mcp",
"github_url": "https://github.com/kukapay/token-minter-mcp",
"short_description": "An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.",
"detailed_description": "An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/token-revoke-mcp",
"github_url": "https://github.com/kukapay/token-revoke-mcp",
"short_description": "An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.",
"detailed_description": "An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/twitter-username-changes-mcp",
"github_url": "https://github.com/kukapay/twitter-username-changes-mcp",
"short_description": "An MCP server that tracks the historical changes of Twitter usernames.",
"detailed_description": "An MCP server that tracks the historical changes of Twitter usernames.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/uniswap-poolspy-mcp",
"github_url": "https://github.com/kukapay/uniswap-poolspy-mcp",
"short_description": "An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.",
"detailed_description": "An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/uniswap-price-mcp",
"github_url": "https://github.com/kukapay/uniswap-price-mcp",
"short_description": "An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.",
"detailed_description": "An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/uniswap-trader-mcp",
"github_url": "https://github.com/kukapay/uniswap-trader-mcp",
"short_description": "An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.",
"detailed_description": "An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/wallet-inspector-mcp",
"github_url": "https://github.com/kukapay/wallet-inspector-mcp",
"short_description": "An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.",
"detailed_description": "An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/web3-jobs-mcp",
"github_url": "https://github.com/kukapay/web3-jobs-mcp",
"short_description": "An MCP server that provides AI agents with real-time access to curated Web3 jobs.",
"detailed_description": "An MCP server that provides AI agents with real-time access to curated Web3 jobs.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kukapay/whale-tracker-mcp",
"github_url": "https://github.com/kukapay/whale-tracker-mcp",
"short_description": "A mcp server for tracking cryptocurrency whale transactions.",
"detailed_description": "A mcp server for tracking cryptocurrency whale transactions.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "laukikk/alpaca-mcp",
"github_url": "https://github.com/laukikk/alpaca-mcp",
"short_description": "An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.",
"detailed_description": "An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "logotype/fixparser",
"github_url": "https://gitlab.com/logotype/fixparser",
"short_description": "FIX Protocol (send orders, market data, etc.) written in TypeScript.",
"detailed_description": "FIX Protocol (send orders, market data, etc.) written in TypeScript.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local",
"Embedded"
],
"platforms": []
}
},
{
"name": "longportapp/openapi",
"github_url": "https://github.com/longportapp/openapi/tree/main/mcp",
"short_description": "🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.",
"detailed_description": "🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "mcpdotdirect/evm-mcp-server",
"github_url": "https://github.com/mcpdotdirect/evm-mcp-server",
"short_description": "Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.",
"detailed_description": "Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "mcpdotdirect/starknet-mcp-server",
"github_url": "https://github.com/mcpdotdirect/starknet-mcp-server",
"short_description": "Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.",
"detailed_description": "Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "minhyeoky/mcp-server-ledger",
"github_url": "https://github.com/minhyeoky/mcp-server-ledger",
"short_description": "A ledger-cli integration for managing financial transactions and generating reports.",
"detailed_description": "A ledger-cli integration for managing financial transactions and generating reports.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "narumiruna/yfinance-mcp",
"github_url": "https://github.com/narumiruna/yfinance-mcp",
"short_description": "An MCP server that uses yfinance to obtain information from Yahoo Finance.",
"detailed_description": "An MCP server that uses yfinance to obtain information from Yahoo Finance.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "OctagonAI/octagon-mcp-server",
"github_url": "https://github.com/OctagonAI/octagon-mcp-server",
"short_description": "Octagon AI Agents to integrate private and public market data",
"detailed_description": "Octagon AI Agents to integrate private and public market data",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "openMF/mcp-mifosx",
"github_url": "https://github.com/openMF/mcp-mifosx",
"short_description": "A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.",
"detailed_description": "A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "polygon-io/mcp_polygon)",
"github_url": "https://github.com/polygon-io/mcp_polygon",
"short_description": "An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.",
"detailed_description": "An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "pwh-pwh/coin-mcp-server",
"github_url": "https://github.com/pwh-pwh/coin-mcp-server",
"short_description": "Bitget API to fetch cryptocurrency price.",
"detailed_description": "Bitget API to fetch cryptocurrency price.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "QuantGeekDev/coincap-mcp",
"github_url": "https://github.com/QuantGeekDev/coincap-mcp",
"short_description": "Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys",
"detailed_description": "Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "QuentinCody/braintree-mcp-server",
"github_url": "https://github.com/QuentinCody/braintree-mcp-server",
"short_description": "Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.",
"detailed_description": "Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "RomThpt/xrpl-mcp-server",
"github_url": "https://github.com/RomThpt/mcp-xrpl",
"short_description": "MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network.",
"detailed_description": "MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop",
"github_url": "https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git",
"short_description": "An MCP tool that provides cryptocurrency market data using the CoinGecko API.",
"detailed_description": "An MCP tool that provides cryptocurrency market data using the CoinGecko API.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop",
"github_url": "https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git",
"short_description": "An MCP tool that provides stock market data and analysis using the Yahoo Finance API.",
"detailed_description": "An MCP tool that provides stock market data and analysis using the Yahoo Finance API.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "shareseer/shareseer-mcp-server",
"github_url": "https://github.com/shareseer/shareseer-mcp-server",
"short_description": "MCP to Access SEC filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com)",
"detailed_description": "MCP to Access SEC filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com)",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "tatumio/blockchain-mcp",
"github_url": "https://github.com/tatumio/blockchain-mcp",
"short_description": "MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.",
"detailed_description": "MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ThomasMarches/substrate-mcp-rs",
"github_url": "https://github.com/ThomasMarches/substrate-mcp-rs",
"short_description": "An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.",
"detailed_description": "An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "tooyipjee/yahoofinance-mcp",
"github_url": "https://github.com/tooyipjee/yahoofinance-mcp.git",
"short_description": "TS version of yahoo finance mcp.",
"detailed_description": "TS version of yahoo finance mcp.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Trade-Agent/trade-agent-mcp",
"github_url": "https://github.com/Trade-Agent/trade-agent-mcp.git",
"short_description": "Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server.",
"detailed_description": "Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server.",
"category": "Finance & Fintech",
"metadata": {
"official": true,
"languages": [],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "twelvedata/mcp",
"github_url": "https://github.com/twelvedata/mcp",
"short_description": "Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents.",
"detailed_description": "Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "wowinter13/solscan-mcp",
"github_url": "https://github.com/wowinter13/solscan-mcp",
"short_description": "An MCP tool for querying Solana transactions using natural language with Solscan API.",
"detailed_description": "An MCP tool for querying Solana transactions using natural language with Solscan API.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Wuye-AI/mcp-server-wuye-ai",
"github_url": "https://github.com/wuye-ai/mcp-server-wuye-ai",
"short_description": "An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.",
"detailed_description": "An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.",
"category": "Finance & Fintech",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "zlinzzzz/finData-mcp-server",
"github_url": "https://github.com/zlinzzzz/finData-mcp-server",
"short_description": "An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.",
"detailed_description": "An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "zolo-ryan/MarketAuxMcpServer",
"github_url": "https://github.com/Zolo-Ryan/MarketAuxMcpServer",
"short_description": "MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.",
"detailed_description": "MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "JamesANZ/prediction-market-mcp",
"github_url": "https://github.com/JamesANZ/prediction-market-mcp",
"short_description": "An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface.",
"detailed_description": "An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "JamesANZ/bitcoin-mcp",
"github_url": "https://github.com/JamesANZ/bitcoin-mcp",
"short_description": "An MCP server that enables AI models to query the Bitcoin blockchain.",
"detailed_description": "An MCP server that enables AI models to query the Bitcoin blockchain.",
"category": "Finance & Fintech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "CoderGamester/mcp-unity",
"github_url": "https://github.com/CoderGamester/mcp-unity",
"short_description": "MCP Server for Unity3d Game Engine integration for game development",
"detailed_description": "MCP Server for Unity3d Game Engine integration for game development",
"category": "Gaming",
"metadata": {
"official": false,
"languages": [
"C#"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Coding-Solo/godot-mcp",
"github_url": "https://github.com/Coding-Solo/godot-mcp",
"short_description": "A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.",
"detailed_description": "A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.",
"category": "Gaming",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "ddsky/gamebrain-api-clients",
"github_url": "https://github.com/ddsky/gamebrain-api-clients",
"short_description": "Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).",
"detailed_description": "Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).",
"category": "Gaming",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "IvanMurzak/Unity-MCP",
"github_url": "https://github.com/IvanMurzak/Unity-MCP",
"short_description": "MCP Server for Unity Editor and for a game made with Unity",
"detailed_description": "MCP Server for Unity Editor and for a game made with Unity",
"category": "Gaming",
"metadata": {
"official": false,
"languages": [
"C#"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "jiayao/mcp-chess",
"github_url": "https://github.com/jiayao/mcp-chess",
"short_description": "A MCP server playing chess against LLMs.",
"detailed_description": "A MCP server playing chess against LLMs.",
"category": "Gaming",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "kkjdaniel/bgg-mcp",
"github_url": "https://github.com/kkjdaniel/bgg-mcp",
"short_description": "An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2).",
"detailed_description": "An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2).",
"category": "Gaming",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "opgginc/opgg-mcp",
"github_url": "https://github.com/opgginc/opgg-mcp",
"short_description": "Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.",
"detailed_description": "Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.",
"category": "Gaming",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "pab1ito/chess-mcp",
"github_url": "https://github.com/pab1it0/chess-mcp",
"short_description": "Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.",
"detailed_description": "Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.",
"category": "Gaming",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "rishijatia/fantasy-pl-mcp",
"github_url": "https://github.com/rishijatia/fantasy-pl-mcp/",
"short_description": "An MCP server for real-time Fantasy Premier League data and analysis tools.",
"detailed_description": "An MCP server for real-time Fantasy Premier League data and analysis tools.",
"category": "Gaming",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "sonirico/mpc-stockfish",
"github_url": "https://github.com/sonirico/mcp-stockfish",
"short_description": "🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine.",
"detailed_description": "🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine.",
"category": "Gaming",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "stefan-xyz/mcp-server-runescape",
"github_url": "https://github.com/stefan-xyz/mcp-server-runescape",
"short_description": "An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more.",
"detailed_description": "An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more.",
"category": "Gaming",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [],
"platforms": []
}
},
{
"name": "tomholford/mcp-tic-tac-toe",
"github_url": "https://github.com/tomholford/mcp-tic-tac-toe",
"short_description": "Play Tic Tac Toe against an AI opponent using this MCP server.",
"detailed_description": "Play Tic Tac Toe against an AI opponent using this MCP server.",
"category": "Gaming",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "0xshellming/mcp-summarizer",
"github_url": "https://github.com/0xshellming/mcp-summarizer",
"short_description": "AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content",
"detailed_description": "AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "apecloud/ApeRAG",
"github_url": "https://github.com/apecloud/ApeRAG",
"short_description": "Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering",
"detailed_description": "Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "chatmcp/mcp-server-chatsum",
"github_url": "https://github.com/chatmcp/mcp-server-chatsum",
"short_description": "Query and summarize your chat messages with AI prompts.",
"detailed_description": "Query and summarize your chat messages with AI prompts.",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "CheMiguel23/MemoryMesh",
"github_url": "https://github.com/CheMiguel23/MemoryMesh",
"short_description": "Enhanced graph-based memory with a focus on AI role-play and story generation",
"detailed_description": "Enhanced graph-based memory with a focus on AI role-play and story generation",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "entanglr/zettelkasten-mcp",
"github_url": "https://github.com/entanglr/zettelkasten-mcp",
"short_description": "A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.",
"detailed_description": "A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "GistPad-MCP",
"github_url": "https://github.com/lostintangent/gistpad-mcp",
"short_description": "Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad).",
"detailed_description": "Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad).",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "graphlit-mcp-server",
"github_url": "https://github.com/graphlit/graphlit-mcp-server",
"short_description": "Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.",
"detailed_description": "Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "hannesrudolph/mcp-ragdocs",
"github_url": "https://github.com/hannesrudolph/mcp-ragdocs",
"short_description": "An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context",
"detailed_description": "An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "jinzcdev/markmap-mcp-server",
"github_url": "https://github.com/jinzcdev/markmap-mcp-server",
"short_description": "An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.",
"detailed_description": "An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "kaliaboi/mcp-zotero",
"github_url": "https://github.com/kaliaboi/mcp-zotero",
"short_description": "A connector for LLMs to work with collections and sources on your Zotero Cloud",
"detailed_description": "A connector for LLMs to work with collections and sources on your Zotero Cloud",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "mem0ai/mem0-mcp",
"github_url": "https://github.com/mem0ai/mem0-mcp",
"short_description": "A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf",
"detailed_description": "A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "modelcontextprotocol/server-memory",
"github_url": "https://github.com/modelcontextprotocol/servers/tree/main/src/memory",
"short_description": "Knowledge graph-based persistent memory system for maintaining context",
"detailed_description": "Knowledge graph-based persistent memory system for maintaining context",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "MWGMorningwood/Central-Memory-MCP",
"github_url": "https://github.com/MWGMorningwood/Central-Memory-MCP",
"short_description": "An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.",
"detailed_description": "An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "pi22by7/In-Memoria",
"github_url": "https://github.com/pi22by7/In-Memoria",
"short_description": "Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.",
"detailed_description": "Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript",
"Rust"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "pinecone-io/assistant-mcp",
"github_url": "https://github.com/pinecone-io/assistant-mcp",
"short_description": "Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.",
"detailed_description": "Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.",
"category": "Knowledge & Memory",
"metadata": {
"official": true,
"languages": [
"Rust"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ragieai/mcp-server",
"github_url": "https://github.com/ragieai/ragie-mcp-server",
"short_description": "Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.",
"detailed_description": "Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "TechDocsStudio/biel-mcp",
"github_url": "https://github.com/TechDocsStudio/biel-mcp",
"short_description": "Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.",
"detailed_description": "Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "topoteretes/cognee",
"github_url": "https://github.com/topoteretes/cognee/tree/dev/cognee-mcp",
"short_description": "Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources",
"detailed_description": "Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "unibaseio/membase-mcp",
"github_url": "https://github.com/unibaseio/membase-mcp",
"short_description": "Save and query your agent memory in distributed way by Membase",
"detailed_description": "Save and query your agent memory in distributed way by Membase",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "upstash/context7",
"github_url": "https://github.com/upstash/context7",
"short_description": "Up-to-date code documentation for LLMs and AI code editors.",
"detailed_description": "Up-to-date code documentation for LLMs and AI code editors.",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "JamesANZ/memory-mcp",
"github_url": "https://github.com/JamesANZ/memory-mcp",
"short_description": "An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification.",
"detailed_description": "An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification.",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "JamesANZ/cross-llm-mcp",
"github_url": "https://github.com/JamesANZ/cross-llm-mcp",
"short_description": "An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.",
"detailed_description": "An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.",
"category": "Knowledge & Memory",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "briandconnelly/mcp-server-ipinfo",
"github_url": "https://github.com/briandconnelly/mcp-server-ipinfo",
"short_description": "IP address geolocation and network information using IPInfo API",
"detailed_description": "IP address geolocation and network information using IPInfo API",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "devilcoder01/weather-mcp-server",
"github_url": "https://github.com/devilcoder01/weather-mcp-server",
"short_description": "Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.",
"detailed_description": "Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ip2location/mcp-ip2location-io",
"github_url": "https://github.com/ip2location/mcp-ip2location-io",
"short_description": "Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.",
"detailed_description": "Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ipfind/ipfind-mcp-server",
"github_url": "https://github.com/ipfind/ipfind-mcp-server",
"short_description": "IP Address location service using the [IP Find](https://ipfind.com) API",
"detailed_description": "IP Address location service using the [IP Find](https://ipfind.com) API",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "iplocate/mcp-server-iplocate",
"github_url": "https://github.com/iplocate/mcp-server-iplocate",
"short_description": "Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io",
"detailed_description": "Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io",
"category": "️ Location Services",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "jagan-shanmugam/open-streetmap-mcp",
"github_url": "https://github.com/jagan-shanmugam/open-streetmap-mcp",
"short_description": "An OpenStreetMap MCP server with location-based services and geospatial data.",
"detailed_description": "An OpenStreetMap MCP server with location-based services and geospatial data.",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "kukapay/nearby-search-mcp",
"github_url": "https://github.com/kukapay/nearby-search-mcp",
"short_description": "An MCP server for nearby place searches with IP-based location detection.",
"detailed_description": "An MCP server for nearby place searches with IP-based location detection.",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "modelcontextprotocol/server-google-maps",
"github_url": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps",
"short_description": "Google Maps integration for location services, routing, and place details",
"detailed_description": "Google Maps integration for location services, routing, and place details",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "QGIS MCP",
"github_url": "https://github.com/jjsantos01/qgis_mcp",
"short_description": "connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.",
"detailed_description": "connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "rossshannon/Weekly-Weather-mcp",
"github_url": "https://github.com/rossshannon/weekly-weather-mcp.git",
"short_description": "Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world.",
"detailed_description": "Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world.",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "SaintDoresh/Weather-MCP-ClaudeDesktop",
"github_url": "https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git",
"short_description": "An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.",
"detailed_description": "An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "SecretiveShell/MCP-timeserver",
"github_url": "https://github.com/SecretiveShell/MCP-timeserver",
"short_description": "Access the time in any timezone and get the current local time",
"detailed_description": "Access the time in any timezone and get the current local time",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "stadiamaps/stadiamaps-mcp-server-ts",
"github_url": "https://github.com/stadiamaps/stadiamaps-mcp-server-ts",
"short_description": "A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geocoding, find time zones, create routes and static maps",
"detailed_description": "A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geocoding, find time zones, create routes and static maps",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "TimLukaHorstmann/mcp-weather",
"github_url": "https://github.com/TimLukaHorstmann/mcp-weather",
"short_description": "Accurate weather forecasts via the AccuWeather API (free tier available).",
"detailed_description": "Accurate weather forecasts via the AccuWeather API (free tier available).",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "trackmage/trackmage-mcp-server",
"github_url": "https://github.com/trackmage/trackmage-mcp-server",
"short_description": "Shipment tracking api and logistics management capabilities through the [TrackMage API] (https://trackmage.com/)",
"detailed_description": "Shipment tracking api and logistics management capabilities through the [TrackMage API] (https://trackmage.com/)",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [],
"platforms": []
}
},
{
"name": "webcoderz/MCP-Geo",
"github_url": "https://github.com/webcoderz/MCP-Geo",
"short_description": "Geocoding MCP server for nominatim, ArcGIS, Bing",
"detailed_description": "Geocoding MCP server for nominatim, ArcGIS, Bing",
"category": "️ Location Services",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "gomarble-ai/facebook-ads-mcp-server",
"github_url": "https://github.com/gomarble-ai/facebook-ads-mcp-server",
"short_description": "MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.",
"detailed_description": "MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.",
"category": "Marketing",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "gomarble-ai/google-ads-mcp-server",
"github_url": "https://github.com/gomarble-ai/google-ads-mcp-server",
"short_description": "MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.",
"detailed_description": "MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.",
"category": "Marketing",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "marketplaceadpros/amazon-ads-mcp-server",
"github_url": "https://github.com/MarketplaceAdPros/amazon-ads-mcp-server",
"short_description": "Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.",
"detailed_description": "Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.",
"category": "Marketing",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "open-strategy-partners/osp_marketing_tools",
"github_url": "https://github.com/open-strategy-partners/osp_marketing_tools",
"short_description": "A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.",
"detailed_description": "A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.",
"category": "Marketing",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "pipeboard-co/meta-ads-mcp",
"github_url": "https://github.com/pipeboard-co/meta-ads-mcp",
"short_description": "Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.",
"detailed_description": "Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.",
"category": "Marketing",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "stape-io/stape-mcp-server",
"github_url": "https://github.com/stape-io/stape-mcp-server",
"short_description": "powered IDEs like Cursor.",
"detailed_description": "powered IDEs like Cursor.",
"category": "Marketing",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "stape-io/google-tag-manager-mcp-server",
"github_url": "https://github.com/stape-io/google-tag-manager-mcp-server",
"short_description": "in Google OAuth, and provide an interface to the Google Tag Manager API.",
"detailed_description": "in Google OAuth, and provide an interface to the Google Tag Manager API.",
"category": "Marketing",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "grafana/mcp-grafana",
"github_url": "https://github.com/grafana/mcp-grafana",
"short_description": "Search dashboards, investigate incidents and query datasources in your Grafana instance",
"detailed_description": "Search dashboards, investigate incidents and query datasources in your Grafana instance",
"category": "Monitoring",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "hyperb1iss/lucidity-mcp",
"github_url": "https://github.com/hyperb1iss/lucidity-mcp",
"short_description": "Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities",
"detailed_description": "Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities",
"category": "Monitoring",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "inventer-dev/mcp-internet-speed-test",
"github_url": "https://github.com/inventer-dev/mcp-internet-speed-test",
"short_description": "Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping",
"detailed_description": "Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping",
"category": "Monitoring",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "last9/last9-mcp-server",
"github_url": "https://github.com/last9/last9-mcp-server",
"short_description": "Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster",
"detailed_description": "Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster",
"category": "Monitoring",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "metoro-io/metoro-mcp-server",
"github_url": "https://github.com/metoro-io/metoro-mcp-server",
"short_description": "Query and interact with kubernetes environments monitored by Metoro",
"detailed_description": "Query and interact with kubernetes environments monitored by Metoro",
"category": "Monitoring",
"metadata": {
"official": true,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "MindscapeHQ/server-raygun",
"github_url": "https://github.com/MindscapeHQ/mcp-server-raygun",
"short_description": "Raygun API V3 integration for crash reporting and real user monitoring",
"detailed_description": "Raygun API V3 integration for crash reporting and real user monitoring",
"category": "Monitoring",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "getsentry/sentry-mcp",
"github_url": "https://github.com/getsentry/sentry-mcp",
"short_description": "Sentry.io integration for error tracking and performance monitoring",
"detailed_description": "Sentry.io integration for error tracking and performance monitoring",
"category": "Monitoring",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "mpeirone/zabbix-mcp-server",
"github_url": "https://github.com/mpeirone/zabbix-mcp-server",
"short_description": "Zabbix integration for hosts, items, triggers, templates, problems, data and more.",
"detailed_description": "Zabbix integration for hosts, items, triggers, templates, problems, data and more.",
"category": "Monitoring",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "netdata/netdata#Netdata",
"github_url": "https://github.com/netdata/netdata/blob/master/src/web/mcp/README.md",
"short_description": "Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections",
"detailed_description": "Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections",
"category": "Monitoring",
"metadata": {
"official": true,
"languages": [],
"scope": [
"Cloud",
"Local",
"Embedded"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "pydantic/logfire-mcp",
"github_url": "https://github.com/pydantic/logfire-mcp",
"short_description": "Provides access to OpenTelemetry traces and metrics through Logfire",
"detailed_description": "Provides access to OpenTelemetry traces and metrics through Logfire",
"category": "Monitoring",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "seekrays/mcp-monitor",
"github_url": "https://github.com/seekrays/mcp-monitor",
"short_description": "A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process）",
"detailed_description": "A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process）",
"category": "Monitoring",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "tumf/grafana-loki-mcp",
"github_url": "https://github.com/tumf/grafana-loki-mcp",
"short_description": "An MCP server that allows querying Loki logs through the Grafana API.",
"detailed_description": "An MCP server that allows querying Loki logs through the Grafana API.",
"category": "Monitoring",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "VictoriaMetrics-Community/mcp-victoriametrics",
"github_url": "https://github.com/VictoriaMetrics-Community/mcp-victoriametrics",
"short_description": "Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances",
"detailed_description": "Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances",
"category": "Monitoring",
"metadata": {
"official": true,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "imprvhub/mcp-status-observer",
"github_url": "https://github.com/imprvhub/mcp-status-observer",
"short_description": "Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.",
"detailed_description": "Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.",
"category": "Monitoring",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "inspektor-gadget/ig-mcp-server",
"github_url": "https://github.com/inspektor-gadget/ig-mcp-server",
"short_description": "Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.",
"detailed_description": "Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.",
"category": "Monitoring",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "yshngg/pmcp",
"github_url": "https://github.com/yshngg/pmcp",
"short_description": "A Prometheus Model Context Protocol Server.",
"detailed_description": "A Prometheus Model Context Protocol Server.",
"category": "Monitoring",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "ananddtyagi/gif-creator-mcp",
"github_url": "https://github.com/ananddtyagi/gif-creator-mcp/tree/main",
"short_description": "A MCP server for creating GIFs from your videos.",
"detailed_description": "A MCP server for creating GIFs from your videos.",
"category": "Multimedia Process",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "bogdan01m/zapcap-mcp-server",
"github_url": "https://github.com/bogdan01m/zapcap-mcp-server",
"short_description": "MCP server for ZapCap API providing video caption and B-roll generation via natural language",
"detailed_description": "MCP server for ZapCap API providing video caption and B-roll generation via natural language",
"category": "Multimedia Process",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "stass/exif-mcp",
"github_url": "https://github.com/stass/exif-mcp",
"short_description": "A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.",
"detailed_description": "A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.",
"category": "Multimedia Process",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "sunriseapps/imagesorcery-mcp",
"github_url": "https://github.com/sunriseapps/imagesorcery-mcp",
"short_description": "ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.",
"detailed_description": "ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.",
"category": "Multimedia Process",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "video-creator/ffmpeg-mcp",
"github_url": "https://github.com/video-creator/ffmpeg-mcp.git",
"short_description": "Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions",
"detailed_description": "Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions",
"category": "Multimedia Process",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "vectara/vectara-mcp",
"github_url": "https://github.com/vectara/vectara-mcp",
"short_description": "An MCP server for accessing Vectara's trusted RAG-as-a-service platform.",
"detailed_description": "An MCP server for accessing Vectara's trusted RAG-as-a-service platform.",
"category": "end to end RAG platforms",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "0xdaef0f/job-searchoor",
"github_url": "https://github.com/0xDAEF0F/job-searchoor",
"short_description": "An MCP server for searching job listings with filters for date, keywords, remote work options, and more.",
"detailed_description": "An MCP server for searching job listings with filters for date, keywords, remote work options, and more.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Aas-ee/open-webSearch",
"github_url": "https://github.com/Aas-ee/open-webSearch",
"short_description": "Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.",
"detailed_description": "Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python",
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ac3xx/mcp-servers-kagi",
"github_url": "https://github.com/ac3xx/mcp-servers-kagi",
"short_description": "Kagi search API integration",
"detailed_description": "Kagi search API integration",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "adawalli/nexus",
"github_url": "https://github.com/adawalli/nexus",
"short_description": "AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.",
"detailed_description": "AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ananddtyagi/webpage-screenshot-mcp",
"github_url": "https://github.com/ananddtyagi/webpage-screenshot-mcp",
"short_description": "A MCP server for taking screenshots of webpages to use as feedback during UI developement.",
"detailed_description": "A MCP server for taking screenshots of webpages to use as feedback during UI developement.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "andybrandt/mcp-simple-arxiv",
"github_url": "https://github.com/andybrandt/mcp-simple-arxiv",
"short_description": "🐍 ☁️ MCP for LLM to search and read papers from arXiv",
"detailed_description": "🐍 ☁️ MCP for LLM to search and read papers from arXiv",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "andybrandt/mcp-simple-pubmed",
"github_url": "https://github.com/andybrandt/mcp-simple-pubmed",
"short_description": "🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.",
"detailed_description": "🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "angheljf/nyt",
"github_url": "https://github.com/angheljf/nyt",
"short_description": "Search articles using the NYTimes API",
"detailed_description": "Search articles using the NYTimes API",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "apify/mcp-server-rag-web-browser",
"github_url": "https://github.com/apify/mcp-server-rag-web-browser",
"short_description": "An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.",
"detailed_description": "An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Bigsy/Clojars-MCP-Server",
"github_url": "https://github.com/Bigsy/Clojars-MCP-Server",
"short_description": "Clojars MCP Server for upto date dependency information of Clojure libraries",
"detailed_description": "Clojars MCP Server for upto date dependency information of Clojure libraries",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "blazickjp/arxiv-mcp-server",
"github_url": "https://github.com/blazickjp/arxiv-mcp-server",
"short_description": "Search ArXiv research papers",
"detailed_description": "Search ArXiv research papers",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "chanmeng/google-news-mcp-server",
"github_url": "https://github.com/ChanMeng666/server-google-news",
"short_description": "Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).",
"detailed_description": "Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ConechoAI/openai-websearch-mcp",
"github_url": "https://github.com/ConechoAI/openai-websearch-mcp/",
"short_description": "This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.",
"detailed_description": "This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "DappierAI/dappier-mcp",
"github_url": "https://github.com/DappierAI/dappier-mcp",
"short_description": "Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.",
"detailed_description": "Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "deadletterq/mcp-opennutrition",
"github_url": "https://github.com/deadletterq/mcp-opennutrition",
"short_description": "Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.",
"detailed_description": "Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "dealx/mcp-server",
"github_url": "https://github.com/DealExpress/mcp-server",
"short_description": "MCP Server for DealX platform",
"detailed_description": "MCP Server for DealX platform",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "devflowinc/trieve",
"github_url": "https://github.com/devflowinc/trieve/tree/main/clients/mcp-server",
"short_description": "Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)",
"detailed_description": "Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)",
"category": "Search & Data Extraction",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "Dumpling-AI/mcp-server-dumplingai",
"github_url": "https://github.com/Dumpling-AI/mcp-server-dumplingai",
"short_description": "Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)",
"detailed_description": "Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)",
"category": "Search & Data Extraction",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "emicklei/melrose-mcp",
"github_url": "https://github.com/emicklei/melrose-mcp",
"short_description": "Plays [Melrōse](https://melrōse.org) music expressions as MIDI",
"detailed_description": "Plays [Melrōse](https://melrōse.org) music expressions as MIDI",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "erithwik/mcp-hn",
"github_url": "https://github.com/erithwik/mcp-hn",
"short_description": "An MCP server to search Hacker News, get top stories, and more.",
"detailed_description": "An MCP server to search Hacker News, get top stories, and more.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "exa-labs/exa-mcp-server",
"github_url": "https://github.com/exa-labs/exa-mcp-server",
"short_description": "time web information in a safe and controlled way.",
"detailed_description": "time web information in a safe and controlled way.",
"category": "Search & Data Extraction",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "fatwang2/search1api-mcp",
"github_url": "https://github.com/fatwang2/search1api-mcp",
"short_description": "Search via search1api (requires paid API key)",
"detailed_description": "Search via search1api (requires paid API key)",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "format37/youtube_mcp",
"github_url": "https://github.com/format37/youtube_mcp",
"short_description": "dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube captions. Provide a YouTube URL and get back the full transcript splitted by chunks for long videos.",
"detailed_description": "dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube captions. Provide a YouTube URL and get back the full transcript splitted by chunks for long videos.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "genomoncology/biomcp",
"github_url": "https://github.com/genomoncology/biomcp",
"short_description": "Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.",
"detailed_description": "Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "hbg/mcp-paperswithcode",
"github_url": "https://github.com/hbg/mcp-paperswithcode",
"short_description": "🐍 ☁️ MCP to search through PapersWithCode API",
"detailed_description": "🐍 ☁️ MCP to search through PapersWithCode API",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "hellokaton/unsplash-mcp-server",
"github_url": "https://github.com/hellokaton/unsplash-mcp-server",
"short_description": "A MCP server for Unsplash image search.",
"detailed_description": "A MCP server for Unsplash image search.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Himalayas-App/himalayas-mcp",
"github_url": "https://github.com/Himalayas-App/himalayas-mcp",
"short_description": "Access tens of thousands of remote job listings and company information. This public MCP server provides real-time access to Himalayas' remote jobs database.",
"detailed_description": "Access tens of thousands of remote job listings and company information. This public MCP server provides real-time access to Himalayas' remote jobs database.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Ihor-Sokoliuk/MCP-SearXNG",
"github_url": "https://github.com/ihor-sokoliuk/mcp-searxng",
"short_description": "A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)",
"detailed_description": "A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "isnow890/naver-search-mcp",
"github_url": "https://github.com/isnow890/naver-search-mcp",
"short_description": "MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.",
"detailed_description": "MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "jae-jae/fetcher-mcp",
"github_url": "https://github.com/jae-jae/fetcher-mcp",
"short_description": "MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.",
"detailed_description": "MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "jae-jae/g-search-mcp",
"github_url": "https://github.com/jae-jae/g-search-mcp",
"short_description": "A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.",
"detailed_description": "A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "joelio/stocky",
"github_url": "https://github.com/joelio/stocky",
"short_description": "An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.",
"detailed_description": "An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "just-every/mcp-read-website-fast",
"github_url": "https://github.com/just-every/mcp-read-website-fast",
"short_description": "Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching.",
"detailed_description": "Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "just-every/mcp-screenshot-website-fast",
"github_url": "https://github.com/just-every/mcp-screenshot-website-fast",
"short_description": "Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processing with configurable viewports and wait strategies for dynamic content.",
"detailed_description": "Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processing with configurable viewports and wait strategies for dynamic content.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "leehanchung/bing-search-mcp",
"github_url": "https://github.com/leehanchung/bing-search-mcp",
"short_description": "Web search capabilities using Microsoft Bing Search API",
"detailed_description": "Web search capabilities using Microsoft Bing Search API",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "lfnovo/content-core",
"github_url": "https://github.com/lfnovo/content-core",
"short_description": "Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.",
"detailed_description": "Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "luminati-io/brightdata-mcp",
"github_url": "https://github.com/luminati-io/brightdata-mcp",
"short_description": "Discover, extract, and interact with the web - one interface powering automated access across the public internet.",
"detailed_description": "Discover, extract, and interact with the web - one interface powering automated access across the public internet.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "mikechao/brave-search-mcp",
"github_url": "https://github.com/mikechao/brave-search-mcp",
"short_description": "Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API",
"detailed_description": "Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "modelcontextprotocol/server-brave-search",
"github_url": "https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search",
"short_description": "Web search capabilities using Brave's Search API",
"detailed_description": "Web search capabilities using Brave's Search API",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "modelcontextprotocol/server-fetch",
"github_url": "https://github.com/modelcontextprotocol/servers/tree/main/src/fetch",
"short_description": "Efficient web content fetching and processing for AI consumption",
"detailed_description": "Efficient web content fetching and processing for AI consumption",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "mzxrai/mcp-webresearch",
"github_url": "https://github.com/mzxrai/mcp-webresearch",
"short_description": "Search Google and do deep web research on any topic",
"detailed_description": "Search Google and do deep web research on any topic",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "nickclyde/duckduckgo-mcp-server",
"github_url": "https://github.com/nickclyde/duckduckgo-mcp-server",
"short_description": "Web search using DuckDuckGo",
"detailed_description": "Web search using DuckDuckGo",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "nkapila6/mcp-local-rag",
"github_url": "https://github.com/nkapila6/mcp-local-rag",
"short_description": "\"primitive\" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.",
"detailed_description": "\"primitive\" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "nyxn-ai/NyxDocs",
"github_url": "https://github.com/nyxn-ai/NyxDocs",
"short_description": "Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).",
"detailed_description": "Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "OctagonAI/octagon-deep-research-mcp",
"github_url": "https://github.com/OctagonAI/octagon-deep-research-mcp",
"short_description": "Lightning-Fast, High-Accuracy Deep Research Agent",
"detailed_description": "Lightning-Fast, High-Accuracy Deep Research Agent",
"category": "Search & Data Extraction",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "pragmar/mcp-server-webcrawl",
"github_url": "https://github.com/pragmar/mcp-server-webcrawl",
"short_description": "Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.",
"detailed_description": "Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "QuentinCody/catalysishub-mcp-server",
"github_url": "https://github.com/QuentinCody/catalysishub-mcp-server",
"short_description": "Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.",
"detailed_description": "Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "r-huijts/opentk-mcp",
"github_url": "https://github.com/r-huijts/opentk-mcp",
"short_description": "Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert)",
"detailed_description": "Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert)",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "reading-plus-ai/mcp-server-deep-research",
"github_url": "https://github.com/reading-plus-ai/mcp-server-deep-research",
"short_description": "MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.",
"detailed_description": "MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ricocf/mcp-wolframalpha",
"github_url": "https://github.com/ricocf/mcp-wolframalpha",
"short_description": "An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.",
"detailed_description": "An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "sascharo/gxtract",
"github_url": "https://github.com/sascharo/gxtract",
"short_description": "GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: [sascharo.github.io/gxtract](https://sascharo.github.io/gxtract)). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.",
"detailed_description": "GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: [sascharo.github.io/gxtract](https://sascharo.github.io/gxtract)). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "scrapeless-ai/scrapeless-mcp-server",
"github_url": "https://github.com/scrapeless-ai/scrapeless-mcp-server",
"short_description": "The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.",
"detailed_description": "The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "SecretiveShell/MCP-searxng",
"github_url": "https://github.com/SecretiveShell/MCP-searxng",
"short_description": "An MCP Server to connect to searXNG instances",
"detailed_description": "An MCP Server to connect to searXNG instances",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "shopsavvy/shopsavvy-mcp-server",
"github_url": "https://github.com/shopsavvy/shopsavvy-mcp-server",
"short_description": "Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.",
"detailed_description": "Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.",
"category": "Search & Data Extraction",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "takashiishida/arxiv-latex-mcp",
"github_url": "https://github.com/takashiishida/arxiv-latex-mcp",
"short_description": "Get the LaTeX source of arXiv papers to handle mathematical content and equations",
"detailed_description": "Get the LaTeX source of arXiv papers to handle mathematical content and equations",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "the0807/GeekNews-MCP-Server",
"github_url": "https://github.com/the0807/GeekNews-MCP-Server",
"short_description": "An MCP Server that retrieves and processes news data from the GeekNews site.",
"detailed_description": "An MCP Server that retrieves and processes news data from the GeekNews site.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "tianqitang1/enrichr-mcp-server",
"github_url": "https://github.com/tianqitang1/enrichr-mcp-server",
"short_description": "A MCP server that provides gene set enrichment analysis using the Enrichr API",
"detailed_description": "A MCP server that provides gene set enrichment analysis using the Enrichr API",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "tinyfish-io/agentql-mcp",
"github_url": "https://github.com/tinyfish-io/agentql-mcp",
"short_description": "MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities.",
"detailed_description": "MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities.",
"category": "Search & Data Extraction",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "vectorize-io/vectorize-mcp-server",
"github_url": "https://github.com/vectorize-io/vectorize-mcp-server/",
"short_description": "[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.",
"detailed_description": "[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "vitorpavinato/ncbi-mcp-server",
"github_url": "https://github.com/vitorpavinato/ncbi-mcp-server",
"short_description": "Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch processing for all life sciences and biomedical research.",
"detailed_description": "Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch processing for all life sciences and biomedical research.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "kimdonghwi94/Web-Analyzer-MCP",
"github_url": "https://github.com/kimdonghwi94/web-analyzer-mcp",
"short_description": "Extracts clean web content for RAG and provides Q&A about web pages.",
"detailed_description": "Extracts clean web content for RAG and provides Q&A about web pages.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "webscraping-ai/webscraping-ai-mcp-server",
"github_url": "https://github.com/webscraping-ai/webscraping-ai-mcp-server",
"short_description": "Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping.",
"detailed_description": "Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping.",
"category": "Search & Data Extraction",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "yamanoku/baseline-mcp-server",
"github_url": "https://github.com/yamanoku/baseline-mcp-server",
"short_description": "MCP server that searches Baseline status using Web Platform API",
"detailed_description": "MCP server that searches Baseline status using Web Platform API",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "zhsama/duckduckgo-mcp-server",
"github_url": "https://github.com/zhsama/duckduckgo-mpc-server/",
"short_description": "This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.",
"detailed_description": "This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "zoomeye-ai/mcp_zoomeye",
"github_url": "https://github.com/zoomeye-ai/mcp_zoomeye",
"short_description": "Querying network asset information by ZoomEye MCP Server",
"detailed_description": "Querying network asset information by ZoomEye MCP Server",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Pearch-ai/mcp_pearch",
"github_url": "https://github.com/Pearch-ai/mcp_pearch",
"short_description": "Best people search engine that reduces the time spent on talent discovery",
"detailed_description": "Best people search engine that reduces the time spent on talent discovery",
"category": "Search & Data Extraction",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "imprvhub/mcp-domain-availability",
"github_url": "https://github.com/imprvhub/mcp-domain-availability",
"short_description": "A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.",
"detailed_description": "A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "imprvhub/mcp-claude-hackernews",
"github_url": "https://github.com/imprvhub/mcp-claude-hackernews",
"short_description": "An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).",
"detailed_description": "An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "imprvhub/mcp-rss-aggregator",
"github_url": "https://github.com/imprvhub/mcp-rss-aggregator",
"short_description": "Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.",
"detailed_description": "Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.",
"category": "Search & Data Extraction",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "mariocandela/beelzebub",
"github_url": "https://github.com/mariocandela/beelzebub",
"short_description": "Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work.",
"detailed_description": "Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work.",
"category": "Security",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "13bm/GhidraMCP",
"github_url": "https://github.com/13bm/GhidraMCP",
"short_description": "MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.",
"detailed_description": "MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Python",
"Java"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "AIM-Intelligence/AIM-Guard-MCP",
"github_url": "https://github.com/AIM-Intelligence/AIM-MCP",
"short_description": "Security-focused MCP server that provides safety guidelines and content analysis for AI agents.",
"detailed_description": "Security-focused MCP server that provides safety guidelines and content analysis for AI agents.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "BurtTheCoder/mcp-dnstwist",
"github_url": "https://github.com/BurtTheCoder/mcp-dnstwist",
"short_description": "MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.",
"detailed_description": "MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"Windows"
]
}
},
{
"name": "BurtTheCoder/mcp-maigret",
"github_url": "https://github.com/BurtTheCoder/mcp-maigret",
"short_description": "MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.",
"detailed_description": "MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"Windows"
]
}
},
{
"name": "BurtTheCoder/mcp-shodan",
"github_url": "https://github.com/BurtTheCoder/mcp-shodan",
"short_description": "MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.",
"detailed_description": "MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"Windows"
]
}
},
{
"name": "BurtTheCoder/mcp-virustotal",
"github_url": "https://github.com/BurtTheCoder/mcp-virustotal",
"short_description": "MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.",
"detailed_description": "MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"Windows"
]
}
},
{
"name": "co-browser/attestable-mcp-server",
"github_url": "https://github.com/co-browser/attestable-mcp-server",
"short_description": "An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before conencting.",
"detailed_description": "An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before conencting.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"Linux"
]
}
},
{
"name": "dkvdm/onepassword-mcp-server",
"github_url": "https://github.com/dkvdm/onepassword-mcp-server",
"short_description": "An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.",
"detailed_description": "An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.",
"category": "Security",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "fosdickio/binary_ninja_mcp",
"github_url": "https://github.com/fosdickio/binary_ninja_mcp",
"short_description": "A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.",
"detailed_description": "A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "fr0gger/MCP_Security",
"github_url": "https://github.com/fr0gger/MCP_Security",
"short_description": "MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.",
"detailed_description": "MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Gaffx/volatility-mcp",
"github_url": "https://github.com/Gaffx/volatility-mcp",
"short_description": "MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs.",
"detailed_description": "MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs.",
"category": "Security",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "gbrigandi/mcp-server-cortex",
"github_url": "https://github.com/gbrigandi/mcp-server-cortex",
"short_description": "A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI.",
"detailed_description": "A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "gbrigandi/mcp-server-thehive",
"github_url": "https://github.com/gbrigandi/mcp-server-thehive",
"short_description": "A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI.",
"detailed_description": "A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "gbrigandi/mcp-server-wazuh",
"github_url": "https://github.com/gbrigandi/mcp-server-wazuh",
"short_description": "A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding.",
"detailed_description": "A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "hieutran/entraid-mcp-server",
"github_url": "https://github.com/hieuttmmo/entraid-mcp-server",
"short_description": "A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK.",
"detailed_description": "A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "intruder-io/intruder-mcp",
"github_url": "https://github.com/intruder-io/intruder-mcp",
"short_description": "MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure.",
"detailed_description": "MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "jtang613/GhidrAssistMCP",
"github_url": "https://github.com/jtang613/GhidrAssistMCP",
"short_description": "A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.",
"detailed_description": "A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Java"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "jyjune/mcp_vms",
"github_url": "https://github.com/jyjune/mcp_vms",
"short_description": "A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.",
"detailed_description": "A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"Windows"
]
}
},
{
"name": "LaurieWired/GhidraMCP",
"github_url": "https://github.com/LaurieWired/GhidraMCP",
"short_description": "A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports.",
"detailed_description": "A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Java"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "mobb-dev/mobb-vibe-shield-mcp",
"github_url": "https://github.com/mobb-dev/bugsy?tab=readme-ov-file#model-context-protocol-mcp-server",
"short_description": "[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.",
"detailed_description": "[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.",
"category": "Security",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "mrexodia/ida-pro-mcp",
"github_url": "https://github.com/mrexodia/ida-pro-mcp",
"short_description": "MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.",
"detailed_description": "MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "nickpending/mcp-recon",
"github_url": "https://github.com/nickpending/mcp-recon",
"short_description": "Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup.",
"detailed_description": "Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "panther-labs/mcp-panther",
"github_url": "https://github.com/panther-labs/mcp-panther",
"short_description": "MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts.",
"detailed_description": "MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts.",
"category": "Security",
"metadata": {
"official": true,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS"
]
}
},
{
"name": "pullkitsan/mobsf-mcp-server",
"github_url": "https://github.com/pullkitsan/mobsf-mcp-server",
"short_description": "A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application.",
"detailed_description": "A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "qianniuspace/mcp-security-audit",
"github_url": "https://github.com/qianniuspace/mcp-security-audit",
"short_description": "time security checks.",
"detailed_description": "time security checks.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "rad-security/mcp-server",
"github_url": "https://github.com/rad-security/mcp-server",
"short_description": "MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.",
"detailed_description": "MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "roadwy/cve-search_mcp",
"github_url": "https://github.com/roadwy/cve-search_mcp",
"short_description": "A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.",
"detailed_description": "A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "safedep/vet",
"github_url": "https://github.com/safedep/vet/blob/main/docs/mcp.md",
"short_description": "vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.",
"detailed_description": "vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.",
"category": "Security",
"metadata": {
"official": true,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "sanyambassi/ciphertrust-manager-mcp-server",
"github_url": "https://github.com/sanyambassi/ciphertrust-manager-mcp-server",
"short_description": "MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.",
"detailed_description": "MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"Windows",
"Linux"
]
}
},
{
"name": "sanyambassi/thales-cdsp-cakm-mcp-server",
"github_url": "https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server",
"short_description": "MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.",
"detailed_description": "MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"Windows",
"Linux"
]
}
},
{
"name": "sanyambassi/thales-cdsp-crdp-mcp-server",
"github_url": "https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server",
"short_description": "MCP server for Thales CipherTrust Manager RestFul Data Protection service.",
"detailed_description": "MCP server for Thales CipherTrust Manager RestFul Data Protection service.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"Windows",
"Linux"
]
}
},
{
"name": "securityfortech/secops-mcp",
"github_url": "https://github.com/securityfortech/secops-mcp",
"short_description": "All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.",
"detailed_description": "All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "slouchd/cyberchef-api-mcp-server",
"github_url": "https://github.com/slouchd/cyberchef-api-mcp-server",
"short_description": "MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.",
"detailed_description": "MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "StacklokLabs/osv-mcp",
"github_url": "https://github.com/StacklokLabs/osv-mcp",
"short_description": "Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.",
"detailed_description": "Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "vespo92/OPNSenseMCP",
"github_url": "https://github.com/vespo92/OPNSenseMCP",
"short_description": "MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language",
"detailed_description": "MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "adeptus-innovatio/solvitor-mcp",
"github_url": "https://github.com/Adeptus-Innovatio/solvitor-mcp",
"short_description": "Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.",
"detailed_description": "Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "zinja-coder/apktool-mcp-server",
"github_url": "https://github.com/zinja-coder/apktool-mcp-server",
"short_description": "APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.",
"detailed_description": "APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "zinja-coder/jadx-ai-mcp",
"github_url": "https://github.com/zinja-coder/jadx-ai-mcp",
"short_description": "JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.",
"detailed_description": "JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.",
"category": "Security",
"metadata": {
"official": false,
"languages": [
"Java"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "anwerj/youtube-uploader-mcp",
"github_url": "https://github.com/anwerj/youtube-uploader-mcp",
"short_description": "AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.",
"detailed_description": "AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.",
"category": "Social Media",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "gwbischof/bluesky-social-mcp",
"github_url": "https://github.com/gwbischof/bluesky-social-mcp",
"short_description": "An MCP server for interacting with Bluesky via the atproto client.",
"detailed_description": "An MCP server for interacting with Bluesky via the atproto client.",
"category": "Social Media",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "HagaiHen/facebook-mcp-server",
"github_url": "https://github.com/HagaiHen/facebook-mcp-server",
"short_description": "Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.",
"detailed_description": "Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.",
"category": "Social Media",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kunallunia/twitter-mcp",
"github_url": "https://github.com/LuniaKunal/mcp-twitter",
"short_description": "All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.",
"detailed_description": "All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.",
"category": "Social Media",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "macrocosm-os/macrocosmos-mcp",
"github_url": "https://github.com/macrocosm-os/macrocosmos-mcp",
"short_description": "🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.",
"detailed_description": "🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.",
"category": "Social Media",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "sinanefeozler/reddit-summarizer-mcp",
"github_url": "https://github.com/sinanefeozler/reddit-summarizer-mcp",
"short_description": "MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments.",
"detailed_description": "MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments.",
"category": "Social Media",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "guillochon/mlb-api-mcp",
"github_url": "https://github.com/guillochon/mlb-api-mcp",
"short_description": "MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.",
"detailed_description": "MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.",
"category": "Sports",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "mikechao/balldontlie-mcp",
"github_url": "https://github.com/mikechao/balldontlie-mcp",
"short_description": "MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB",
"detailed_description": "MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB",
"category": "Sports",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [],
"platforms": []
}
},
{
"name": "r-huijts/firstcycling-mcp",
"github_url": "https://github.com/r-huijts/firstcycling-mcp",
"short_description": "Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com.",
"detailed_description": "Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com.",
"category": "Sports",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "r-huijts/strava-mcp",
"github_url": "https://github.com/r-huijts/strava-mcp",
"short_description": "A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs",
"detailed_description": "A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs",
"category": "Sports",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "RobSpectre/mvf1",
"github_url": "https://github.com/RobSpectre/mvf1",
"short_description": "MCP server that controls [MultiViewer](https://multiviewer.app), an app for watching motorsports like Formula 1, World Endurance Championship, IndyCar and others.",
"detailed_description": "MCP server that controls [MultiViewer](https://multiviewer.app), an app for watching motorsports like Formula 1, World Endurance Championship, IndyCar and others.",
"category": "Sports",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "willvelida/mcp-afl-server",
"github_url": "https://github.com/willvelida/mcp-afl-server",
"short_description": "MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings.",
"detailed_description": "MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings.",
"category": "Sports",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "aikts/yandex-tracker-mcp",
"github_url": "https://github.com/aikts/yandex-tracker-mcp",
"short_description": "MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.",
"detailed_description": "MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.",
"category": "Support & Service Management",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "effytech/freshdesk-mcp",
"github_url": "https://github.com/effytech/freshdesk_mcp",
"short_description": "MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.",
"detailed_description": "MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.",
"category": "Support & Service Management",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "incentivai/quickchat-ai-mcp",
"github_url": "https://github.com/incentivai/quickchat-ai-mcp",
"short_description": "Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities.",
"detailed_description": "Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities.",
"category": "Support & Service Management",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "nguyenvanduocit/jira-mcp",
"github_url": "https://github.com/nguyenvanduocit/jira-mcp",
"short_description": "A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.",
"detailed_description": "A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.",
"category": "Support & Service Management",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "sooperset/mcp-atlassian",
"github_url": "https://github.com/sooperset/mcp-atlassian",
"short_description": "MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.",
"detailed_description": "MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.",
"category": "Support & Service Management",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "tom28881/mcp-jira-server",
"github_url": "https://github.com/tom28881/mcp-jira-server",
"short_description": "Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete project management workflow: issue CRUD, sprint management, comments/history, attachments, batch operations.",
"detailed_description": "Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete project management workflow: issue CRUD, sprint management, comments/history, attachments, batch operations.",
"category": "Support & Service Management",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "mmntm/weblate-mcp",
"github_url": "https://github.com/mmntm/weblate-mcp",
"short_description": "Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discovery with smart format transformations.",
"detailed_description": "Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discovery with smart format transformations.",
"category": "Translation Services",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "translated/lara-mcp",
"github_url": "https://github.com/translated/lara-mcp",
"short_description": "MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.",
"detailed_description": "MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.",
"category": "Translation Services",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "daisys-ai/daisys-mcp",
"github_url": "https://github.com/daisys-ai/daisys-mcp",
"short_description": "Generate high-quality text-to-speech and text-to-voice outputs using the [DAISYS](https://www.daisys.ai/) platform and make it able to play and store audio generated.",
"detailed_description": "Generate high-quality text-to-speech and text-to-voice outputs using the [DAISYS](https://www.daisys.ai/) platform and make it able to play and store audio generated.",
"category": "Text-to-Speech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "mbailey/voice-mcp",
"github_url": "https://github.com/mbailey/voice-mcp",
"short_description": "Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration",
"detailed_description": "Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration",
"category": "Text-to-Speech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "mberg/kokoro-tts-mcp",
"github_url": "https://github.com/mberg/kokoro-tts-mcp",
"short_description": "MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.",
"detailed_description": "MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.",
"category": "Text-to-Speech",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "transcribe-app/mcp-transcribe",
"github_url": "https://github.com/transcribe-app/mcp-transcribe",
"short_description": "This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file.",
"detailed_description": "This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file.",
"category": "Text-to-Speech",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "campertunity/mcp-server",
"github_url": "https://github.com/campertunity/mcp-server",
"short_description": "Search campgrounds around the world on campertunity, check availability, and provide booking links",
"detailed_description": "Search campgrounds around the world on campertunity, check availability, and provide booking links",
"category": "Travel & Transportation",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "cobanov/teslamate-mcp",
"github_url": "https://github.com/cobanov/teslamate-mcp",
"short_description": "A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.",
"detailed_description": "A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.",
"category": "Travel & Transportation",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "KyrieTangSheng/mcp-server-nationalparks",
"github_url": "https://github.com/KyrieTangSheng/mcp-server-nationalparks",
"short_description": "National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks",
"detailed_description": "National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks",
"category": "Travel & Transportation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "lucygoodchild/mcp-national-rail",
"github_url": "https://github.com/lucygoodchild/mcp-national-rail",
"short_description": "An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API",
"detailed_description": "An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API",
"category": "Travel & Transportation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "openbnb-org/mcp-server-airbnb",
"github_url": "https://github.com/openbnb-org/mcp-server-airbnb",
"short_description": "Provides tools to search Airbnb and get listing details.",
"detailed_description": "Provides tools to search Airbnb and get listing details.",
"category": "Travel & Transportation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "pab1it0/tripadvisor-mcp",
"github_url": "https://github.com/pab1it0/tripadvisor-mcp",
"short_description": "A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces",
"detailed_description": "A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces",
"category": "Travel & Transportation",
"metadata": {
"official": false,
"languages": [
"Python",
"TypeScript/JavaScript"
],
"scope": [],
"platforms": []
}
},
{
"name": "Pradumnasaraf/aviationstack-mcp",
"github_url": "https://github.com/Pradumnasaraf/aviationstack-mcp",
"short_description": "An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.",
"detailed_description": "An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.",
"category": "Travel & Transportation",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "r-huijts/ns-mcp-server",
"github_url": "https://github.com/r-huijts/ns-mcp-server",
"short_description": "Access Dutch Railways (NS) travel information, schedules, and real-time updates",
"detailed_description": "Access Dutch Railways (NS) travel information, schedules, and real-time updates",
"category": "Travel & Transportation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "skedgo/tripgo-mcp-server",
"github_url": "https://github.com/skedgo/tripgo-mcp-server",
"short_description": "Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information.",
"detailed_description": "Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information.",
"category": "Travel & Transportation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "helpful-AIs/triplyfy-mcp",
"github_url": "https://github.com/helpful-AIs/triplyfy-mcp",
"short_description": "An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights.",
"detailed_description": "An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights.",
"category": "Travel & Transportation",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "srinath1510/alltrails-mcp-server",
"github_url": "https://github.com/srinath1510/alltrails-mcp-server",
"short_description": "A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information",
"detailed_description": "A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information",
"category": "Travel & Transportation",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "adhikasp/mcp-git-ingest",
"github_url": "https://github.com/adhikasp/mcp-git-ingest",
"short_description": "Read and analyze GitHub repositories with your LLM",
"detailed_description": "Read and analyze GitHub repositories with your LLM",
"category": "Version Control",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "ddukbg/github-enterprise-mcp",
"github_url": "https://github.com/ddukbg/github-enterprise-mcp",
"short_description": "MCP server for GitHub Enterprise API integration",
"detailed_description": "MCP server for GitHub Enterprise API integration",
"category": "Version Control",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "github/github-mcp-server",
"github_url": "https://github.com/github/github-mcp-server",
"short_description": "Official GitHub server for integration with repository management, PRs, issues, and more.",
"detailed_description": "Official GitHub server for integration with repository management, PRs, issues, and more.",
"category": "Version Control",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kaiyuanxiaobing/atomgit-mcp-server",
"github_url": "https://github.com/kaiyuanxiaobing/atomgit-mcp-server",
"short_description": "Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more.",
"detailed_description": "Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more.",
"category": "Version Control",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kopfrechner/gitlab-mr-mcp",
"github_url": "https://github.com/kopfrechner/gitlab-mr-mcp",
"short_description": "Interact seamlessly with issues and merge requests of your GitLab projects.",
"detailed_description": "Interact seamlessly with issues and merge requests of your GitLab projects.",
"category": "Version Control",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "modelcontextprotocol/server-git",
"github_url": "https://github.com/modelcontextprotocol/servers/tree/main/src/git",
"short_description": "Direct Git repository operations including reading, searching, and analyzing local repositories",
"detailed_description": "Direct Git repository operations including reading, searching, and analyzing local repositories",
"category": "Version Control",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "modelcontextprotocol/server-gitlab",
"github_url": "https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab",
"short_description": "GitLab platform integration for project management and CI/CD operations",
"detailed_description": "GitLab platform integration for project management and CI/CD operations",
"category": "Version Control",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "QuentinCody/github-graphql-mcp-server",
"github_url": "https://github.com/QuentinCody/github-graphql-mcp-server",
"short_description": "Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.",
"detailed_description": "Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.",
"category": "Version Control",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Tiberriver256/mcp-server-azure-devops",
"github_url": "https://github.com/Tiberriver256/mcp-server-azure-devops",
"short_description": "Azure DevOps integration for repository management, work items, and pipelines.",
"detailed_description": "Azure DevOps integration for repository management, work items, and pipelines.",
"category": "Version Control",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "bivex/kanboard-mcp",
"github_url": "https://github.com/bivex/kanboard-mcp",
"short_description": "A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.",
"detailed_description": "A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.",
"category": "Workplace & Productivity",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "giuseppe-coco/Google-Workspace-MCP-Server",
"github_url": "https://github.com/giuseppe-coco/Google-Workspace-MCP-Server",
"short_description": "MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.",
"detailed_description": "MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.",
"category": "Workplace & Productivity",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "MarkusPfundstein/mcp-gsuite",
"github_url": "https://github.com/MarkusPfundstein/mcp-gsuite",
"short_description": "Integration with gmail and Google Calendar.",
"detailed_description": "Integration with gmail and Google Calendar.",
"category": "Workplace & Productivity",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "takumi0706/google-calendar-mcp",
"github_url": "https://github.com/takumi0706/google-calendar-mcp",
"short_description": "An MCP server to interface with the Google Calendar API. Based on TypeScript.",
"detailed_description": "An MCP server to interface with the Google Calendar API. Based on TypeScript.",
"category": "Workplace & Productivity",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "taylorwilsdon/google_workspace_mcp",
"github_url": "https://github.com/taylorwilsdon/google_workspace_mcp",
"short_description": "Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.",
"detailed_description": "Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.",
"category": "Workplace & Productivity",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "tubasasakunn/context-apps-mcp",
"github_url": "https://github.com/tubasasakunn/context-apps-mcp",
"short_description": "AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.",
"detailed_description": "AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.",
"category": "Workplace & Productivity",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "2niuhe/plantuml_web",
"github_url": "https://github.com/2niuhe/plantuml_web",
"short_description": "A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.",
"detailed_description": "A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "2niuhe/qrcode_mcp",
"github_url": "https://github.com/2niuhe/qrcode_mcp",
"short_description": "A QR code generation MCP server that converts any text (including Chinese characters) to QR codes with customizable colors and base64 encoding output.",
"detailed_description": "A QR code generation MCP server that converts any text (including Chinese characters) to QR codes with customizable colors and base64 encoding output.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "AbdelStark/bitcoin-mcp",
"github_url": "https://github.com/AbdelStark/bitcoin-mcp",
"short_description": "₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.",
"detailed_description": "₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "akseyh/bear-mcp-server",
"github_url": "https://github.com/akseyh/bear-mcp-server",
"short_description": "Allows the AI to read from your Bear Notes (macOS only)",
"detailed_description": "Allows the AI to read from your Bear Notes (macOS only)",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "allenporter/mcp-server-home-assistant",
"github_url": "https://github.com/allenporter/mcp-server-home-assistant",
"short_description": "Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.",
"detailed_description": "Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "altinoren/utopia",
"github_url": "https://github.com/altinoren/Utopia",
"short_description": "MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities.",
"detailed_description": "MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"C#"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Amazon Bedrock Nova Canvas",
"github_url": "https://github.com/zxkane/mcp-server-amazon-bedrock",
"short_description": "Use Amazon Nova Canvas model for image generation.",
"detailed_description": "Use Amazon Nova Canvas model for image generation.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "amidabuddha/unichat-mcp-server",
"github_url": "https://github.com/amidabuddha/unichat-mcp-server",
"short_description": "Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required",
"detailed_description": "Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python",
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "anaisbetts/mcp-installer",
"github_url": "https://github.com/anaisbetts/mcp-installer",
"short_description": "An MCP server that installs other MCP servers for you.",
"detailed_description": "An MCP server that installs other MCP servers for you.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "anaisbetts/mcp-youtube",
"github_url": "https://github.com/anaisbetts/mcp-youtube",
"short_description": "Fetch YouTube subtitles",
"detailed_description": "Fetch YouTube subtitles",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "andybrandt/mcp-simple-openai-assistant",
"github_url": "https://github.com/andybrandt/mcp-simple-openai-assistant",
"short_description": "🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)",
"detailed_description": "🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "andybrandt/mcp-simple-timeserver",
"github_url": "https://github.com/andybrandt/mcp-simple-timeserver",
"short_description": "An MCP server that allows checking local time on the client machine or current UTC time from an NTP server",
"detailed_description": "An MCP server that allows checking local time on the client machine or current UTC time from an NTP server",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "apify/actors-mcp-server",
"github_url": "https://github.com/apify/actors-mcp-server",
"short_description": "Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more",
"detailed_description": "Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "apinetwork/piapi-mcp-server",
"github_url": "https://github.com/apinetwork/piapi-mcp-server",
"short_description": "compatible apps.",
"detailed_description": "compatible apps.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "awkoy/replicate-flux-mcp",
"github_url": "https://github.com/awkoy/replicate-flux-mcp",
"short_description": "Provides the ability to generate images via Replicate's API.",
"detailed_description": "Provides the ability to generate images via Replicate's API.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "awwaiid/mcp-server-taskwarrior",
"github_url": "https://github.com/awwaiid/mcp-server-taskwarrior",
"short_description": "An MCP server for basic local taskwarrior usage (add, update, remove tasks)",
"detailed_description": "An MCP server for basic local taskwarrior usage (add, update, remove tasks)",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Azure/azure-mcp",
"github_url": "https://github.com/Azure/azure-mcp",
"short_description": "Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.",
"detailed_description": "Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "Badhansen/notion-mcp",
"github_url": "https://github.com/Badhansen/notion-mcp",
"short_description": "A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.",
"detailed_description": "A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ankitmalik84/notion-mcp-server",
"github_url": "https://github.com/ankitmalik84/Agentic_Longterm_Memory/tree/main/src/notion_mcp_server",
"short_description": "A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature.",
"detailed_description": "A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "bart6114/my-bear-mcp-server",
"github_url": "https://github.com/bart6114/my-bear-mcp-server/",
"short_description": "Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.",
"detailed_description": "Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "billster45/mcp-chatgpt-responses",
"github_url": "https://github.com/billster45/mcp-chatgpt-responses",
"short_description": "MCP server for Claude to talk to ChatGPT and use its web search capability.",
"detailed_description": "MCP server for Claude to talk to ChatGPT and use its web search capability.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "blurrah/mcp-graphql",
"github_url": "https://github.com/blurrah/mcp-graphql",
"short_description": "Allows the AI to query GraphQL servers",
"detailed_description": "Allows the AI to query GraphQL servers",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "boldsign/boldsign-mcp",
"github_url": "https://github.com/boldsign/boldsign-mcp",
"short_description": "Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/).",
"detailed_description": "Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/).",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "brianxiadong/ones-wiki-mcp-server",
"github_url": "https://github.com/brianxiadong/ones-wiki-mcp-server",
"short_description": "A Spring AI MCP-based service for retrieving ONES Waiki content and converting it to AI-friendly text format.",
"detailed_description": "A Spring AI MCP-based service for retrieving ONES Waiki content and converting it to AI-friendly text format.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Java"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "calclavia/mcp-obsidian",
"github_url": "https://github.com/calclavia/mcp-obsidian",
"short_description": "This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).",
"detailed_description": "This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "caol64/wenyan-mcp",
"github_url": "https://github.com/caol64/wenyan-mcp",
"short_description": "Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.",
"detailed_description": "Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "chrishayuk/mcp-cli",
"github_url": "https://github.com/chrishayuk/mcp-cli",
"short_description": "Yet another CLI tool for testing MCP servers",
"detailed_description": "Yet another CLI tool for testing MCP servers",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "danhilse/notion_mcp",
"github_url": "https://github.com/danhilse/notion_mcp",
"short_description": "Integrates with Notion's API to manage personal todo lists",
"detailed_description": "Integrates with Notion's API to manage personal todo lists",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "danielkennedy1/pdf-tools-mcp",
"github_url": "https://github.com/danielkennedy1/pdf-tools-mcp",
"short_description": "PDF download, view & manipulation utilities.",
"detailed_description": "PDF download, view & manipulation utilities.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "dotemacs/domain-lookup-mcp",
"github_url": "https://github.com/dotemacs/domain-lookup-mcp",
"short_description": "Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Registration_Data_Access_Protocol) and then as a fallback via [WHOIS](https://en.wikipedia.org/wiki/WHOIS)",
"detailed_description": "Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Registration_Data_Access_Protocol) and then as a fallback via [WHOIS](https://en.wikipedia.org/wiki/WHOIS)",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [],
"platforms": []
}
},
{
"name": "ekkyarmandi/ticktick-mcp",
"github_url": "https://github.com/ekkyarmandi/ticktick-mcp",
"short_description": "[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks.",
"detailed_description": "[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "emicklei/mcp-log-proxy",
"github_url": "https://github.com/emicklei/mcp-log-proxy",
"short_description": "MCP server proxy that offers a Web UI to the full message flow",
"detailed_description": "MCP server proxy that offers a Web UI to the full message flow",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "esignaturescom/mcp-server-esignatures",
"github_url": "https://github.com/esignaturescom/mcp-server-esignatures",
"short_description": "Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API.",
"detailed_description": "Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "evalstate/mcp-hfspace",
"github_url": "https://github.com/evalstate/mcp-hfspace",
"short_description": "Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.",
"detailed_description": "Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "evalstate/mcp-miro",
"github_url": "https://github.com/evalstate/mcp-miro",
"short_description": "Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.",
"detailed_description": "Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "feuerdev/keep-mcp",
"github_url": "https://github.com/feuerdev/keep-mcp",
"short_description": "Read, create, update and delete Google Keep notes.",
"detailed_description": "Read, create, update and delete Google Keep notes.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "fotoetienne/gqai",
"github_url": "https://github.com/fotoetienne/gqai",
"short_description": "Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.",
"detailed_description": "Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "githejie/mcp-server-calculator",
"github_url": "https://github.com/githejie/mcp-server-calculator",
"short_description": "This server enables LLMs to use calculator for precise numerical calculations",
"detailed_description": "This server enables LLMs to use calculator for precise numerical calculations",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "gotoolkits/DifyWorkflow",
"github_url": "https://github.com/gotoolkits/mcp-difyworkflow-server",
"short_description": "🏎️ ☁️ Tools to the query and execute of Dify workflows",
"detailed_description": "🏎️ ☁️ Tools to the query and execute of Dify workflows",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "growilabs/growi-mcp-server",
"github_url": "https://github.com/growilabs/growi-mcp-server",
"short_description": "Official MCP Server to integrate with GROWI APIs.",
"detailed_description": "Official MCP Server to integrate with GROWI APIs.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "gwbischof/free-will-mcp",
"github_url": "https://github.com/gwbischof/free-will-mcp",
"short_description": "Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.",
"detailed_description": "Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Harry-027/JotDown",
"github_url": "https://github.com/Harry-027/JotDown",
"short_description": "An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content.",
"detailed_description": "An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Rust"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "HenryHaoson/Yuque-MCP-Server",
"github_url": "https://github.com/HenryHaoson/Yuque-MCP-Server",
"short_description": "📇 ☁️ A Model-Context-Protocol (MCP) server for integrating with Yuque API, allowing AI models to manage documents, interact with knowledge bases, search content, and access analytics data from the Yuque platform.",
"detailed_description": "📇 ☁️ A Model-Context-Protocol (MCP) server for integrating with Yuque API, allowing AI models to manage documents, interact with knowledge bases, search content, and access analytics data from the Yuque platform.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "hiromitsusasaki/raindrop-io-mcp-server",
"github_url": "https://github.com/hiromitsusasaki/raindrop-io-mcp-server",
"short_description": "An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).",
"detailed_description": "An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "hmk/attio-mcp-server",
"github_url": "https://github.com/hmk/attio-mcp-server",
"short_description": "📇 ☁️ Allows AI clients to manage records and notes in Attio CRM",
"detailed_description": "📇 ☁️ Allows AI clients to manage records and notes in Attio CRM",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "MonadsAG/capsulecrm-mcp",
"github_url": "https://github.com/MonadsAG/capsulecrm-mcp",
"short_description": "📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file",
"detailed_description": "📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "integromat/make-mcp-server",
"github_url": "https://github.com/integromat/make-mcp-server",
"short_description": "Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.",
"detailed_description": "Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "isaacwasserman/mcp-vegalite-server",
"github_url": "https://github.com/isaacwasserman/mcp-vegalite-server",
"short_description": "Generate visualizations from fetched data using the VegaLite format and renderer.",
"detailed_description": "Generate visualizations from fetched data using the VegaLite format and renderer.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "ivnvxd/mcp-server-odoo",
"github_url": "https://github.com/ivnvxd/mcp-server-odoo",
"short_description": "Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.",
"detailed_description": "Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "ivo-toby/contentful-mcp",
"github_url": "https://github.com/ivo-toby/contentful-mcp",
"short_description": "Update, create, delete content, content-models and assets in your Contentful Space",
"detailed_description": "Update, create, delete content, content-models and assets in your Contentful Space",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "j3k0/speech.sh",
"github_url": "https://github.com/j3k0/speech.sh/blob/main/MCP_README.md",
"short_description": "Let the agent speak things out loud, notify you when he's done working with a quick summary",
"detailed_description": "Let the agent speak things out loud, notify you when he's done working with a quick summary",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "jagan-shanmugam/climatiq-mcp-server",
"github_url": "https://github.com/jagan-shanmugam/climatiq-mcp-server",
"short_description": "A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.",
"detailed_description": "A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "jen6/ticktick-mcp",
"github_url": "https://github.com/jen6/ticktick-mcp",
"short_description": "[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py library, it offers significantly improved filtering capabilities.",
"detailed_description": "[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py library, it offers significantly improved filtering capabilities.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "jimfilippou/things-mcp",
"github_url": "https://github.com/jimfilippou/things-mcp",
"short_description": "A Model Context Protocol (MCP) server that provides seamless integration with the [Things](https://culturedcode.com/things/) productivity app. This server enables AI assistants to create, update, and manage your todos and projects in Things using its comprehensive URL scheme.",
"detailed_description": "A Model Context Protocol (MCP) server that provides seamless integration with the [Things](https://culturedcode.com/things/) productivity app. This server enables AI assistants to create, update, and manage your todos and projects in Things using its comprehensive URL scheme.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "johannesbrandenburger/typst-mcp",
"github_url": "https://github.com/johannesbrandenburger/typst-mcp",
"short_description": "MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.",
"detailed_description": "MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "joshuarileydev/mac-apps-launcher-mcp-server",
"github_url": "https://github.com/JoshuaRileyDev/mac-apps-launcher",
"short_description": "An MCP server to list and launch applications on MacOS",
"detailed_description": "An MCP server to list and launch applications on MacOS",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "k-jarzyna/mcp-miro",
"github_url": "https://github.com/k-jarzyna/mcp-miro",
"short_description": "Miro MCP server, exposing all functionalities available in official Miro SDK",
"detailed_description": "Miro MCP server, exposing all functionalities available in official Miro SDK",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "kelvin6365/plane-mcp-server",
"github_url": "https://github.com/kelvin6365/plane-mcp-server",
"short_description": "🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane's](https://plane.so) API",
"detailed_description": "🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane's](https://plane.so) API",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "kenliao94/mcp-server-rabbitmq",
"github_url": "https://github.com/kenliao94/mcp-server-rabbitmq",
"short_description": "Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ",
"detailed_description": "Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "kimtth/mcp-remote-call-ping-pong",
"github_url": "https://github.com/kimtth/mcp-remote-call-ping-pong",
"short_description": "An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls",
"detailed_description": "An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "kiwamizamurai/mcp-kibela-server",
"github_url": "https://github.com/kiwamizamurai/mcp-kibela-server",
"short_description": "📇 ☁️ Powerfully interact with Kibela API.",
"detailed_description": "📇 ☁️ Powerfully interact with Kibela API.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "kj455/mcp-kibela",
"github_url": "https://github.com/kj455/mcp-kibela",
"short_description": "📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)",
"detailed_description": "📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "Klavis-AI/YouTube",
"github_url": "https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/youtube",
"short_description": "Extract and convert YouTube video information.",
"detailed_description": "Extract and convert YouTube video information.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python",
"TypeScript/JavaScript"
],
"scope": [],
"platforms": []
}
},
{
"name": "KS-GEN-AI/confluence-mcp-server",
"github_url": "https://github.com/KS-GEN-AI/confluence-mcp-server",
"short_description": "Get Confluence data via CQL and read pages.",
"detailed_description": "Get Confluence data via CQL and read pages.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows"
]
}
},
{
"name": "KS-GEN-AI/jira-mcp-server",
"github_url": "https://github.com/KS-GEN-AI/jira-mcp-server",
"short_description": "Read jira data via JQL and api and execute requests to create and edit tickets.",
"detailed_description": "Read jira data via JQL and api and execute requests to create and edit tickets.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows"
]
}
},
{
"name": "kw510/strava-mcp",
"github_url": "https://github.com/kw510/strava-mcp",
"short_description": "An MCP server for Strava, an app for tracking physical exercise",
"detailed_description": "An MCP server for Strava, an app for tracking physical exercise",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "louiscklaw/hko-mcp",
"github_url": "https://github.com/louiscklaw/hko-mcp",
"short_description": "MCP server with basic demonstration of getting weather from Hong Kong Observatory",
"detailed_description": "MCP server with basic demonstration of getting weather from Hong Kong Observatory",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "magarcia/mcp-server-giphy",
"github_url": "https://github.com/magarcia/mcp-server-giphy",
"short_description": "Search and retrieve GIFs from Giphy's vast library through the Giphy API.",
"detailed_description": "Search and retrieve GIFs from Giphy's vast library through the Giphy API.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "marcelmarais/Spotify",
"github_url": "https://github.com/marcelmarais/spotify-mcp-server",
"short_description": "📇 🏠 Control Spotify playback and manage playlists.",
"detailed_description": "📇 🏠 Control Spotify playback and manage playlists.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "MarkusPfundstein/mcp-obsidian",
"github_url": "https://github.com/MarkusPfundstein/mcp-obsidian",
"short_description": "Interacting with Obsidian via REST API",
"detailed_description": "Interacting with Obsidian via REST API",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
},
{
"name": "mediar-ai/screenpipe",
"github_url": "https://github.com/mediar-ai/screenpipe",
"short_description": "🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.",
"detailed_description": "🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "modelcontextprotocol/server-everything",
"github_url": "https://github.com/modelcontextprotocol/servers/tree/main/src/everything",
"short_description": "MCP server that exercises all the features of the MCP protocol",
"detailed_description": "MCP server that exercises all the features of the MCP protocol",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "mrjoshuak/godoc-mcp",
"github_url": "https://github.com/mrjoshuak/godoc-mcp",
"short_description": "Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files",
"detailed_description": "Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "Mtehabsim/ScreenPilot",
"github_url": "https://github.com/Mtehabsim/ScreenPilot",
"short_description": "enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation.",
"detailed_description": "enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "mzxrai/mcp-openai",
"github_url": "https://github.com/mzxrai/mcp-openai",
"short_description": "Chat with OpenAI's smartest models",
"detailed_description": "Chat with OpenAI's smartest models",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "NakaokaRei/swift-mcp-gui",
"github_url": "https://github.com/NakaokaRei/swift-mcp-gui.git",
"short_description": "MCP server that can execute commands such as keyboard input and mouse movement",
"detailed_description": "MCP server that can execute commands such as keyboard input and mouse movement",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [
"Local"
],
"platforms": [
"macOS"
]
}
},
{
"name": "nguyenvanduocit/all-in-one-model-context-protocol",
"github_url": "https://github.com/nguyenvanduocit/all-in-one-model-context-protocol",
"short_description": "Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab",
"detailed_description": "Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "NON906/omniparser-autogui-mcp",
"github_url": "https://github.com/NON906/omniparser-autogui-mcp",
"short_description": "🐍 Automatic operation of on-screen GUI.",
"detailed_description": "🐍 Automatic operation of on-screen GUI.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "offorte/offorte-mcp-server",
"github_url": "https://github.com/offorte/offorte-mcp-server",
"short_description": "The Offorte Proposal Software MCP server enables creation and sending of business proposals.",
"detailed_description": "The Offorte Proposal Software MCP server enables creation and sending of business proposals.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": true,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "olalonde/mcp-human",
"github_url": "https://github.com/olalonde/mcp-human",
"short_description": "When your LLM needs human assistance (through AWS Mechanical Turk)",
"detailed_description": "When your LLM needs human assistance (through AWS Mechanical Turk)",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "orellazi/coda-mcp",
"github_url": "https://github.com/orellazri/coda-mcp",
"short_description": "MCP server for [Coda](https://coda.io/)",
"detailed_description": "MCP server for [Coda](https://coda.io/)",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "osinmv/funciton-lookup-mcp",
"github_url": "https://github.com/osinmv/function-lookup-mcp",
"short_description": "MCP server for function signature lookups.",
"detailed_description": "MCP server for function signature lookups.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Linux"
]
}
},
{
"name": "pierrebrunelle/mcp-server-openai",
"github_url": "https://github.com/pierrebrunelle/mcp-server-openai",
"short_description": "Query OpenAI models directly from Claude using MCP protocol",
"detailed_description": "Query OpenAI models directly from Claude using MCP protocol",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "pskill9/hn-server",
"github_url": "https://github.com/pskill9/hn-server",
"short_description": "📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs).",
"detailed_description": "📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs).",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "PV-Bhat/vibe-check-mcp-server",
"github_url": "https://github.com/PV-Bhat/vibe-check-mcp-server",
"short_description": "An MCP server that prevents cascading errors and scope creep by calling a \"Vibe-check\" agent to ensure user alignment.",
"detailed_description": "An MCP server that prevents cascading errors and scope creep by calling a \"Vibe-check\" agent to ensure user alignment.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "pwh-pwh/cal-mcp",
"github_url": "https://github.com/pwh-pwh/cal-mcp",
"short_description": "An MCP server for Mathematical expression calculation",
"detailed_description": "An MCP server for Mathematical expression calculation",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "pyroprompts/any-chat-completions-mcp",
"github_url": "https://github.com/pyroprompts/any-chat-completions-mcp",
"short_description": "Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more",
"detailed_description": "Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "quarkiverse/mcp-server-jfx",
"github_url": "https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx",
"short_description": "Draw on JavaFX canvas.",
"detailed_description": "Draw on JavaFX canvas.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Java"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "QuentinCody/shopify-storefront-mcp-server",
"github_url": "https://github.com/QuentinCody/shopify-storefront-mcp-server",
"short_description": "Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API.",
"detailed_description": "Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "r-huijts/ethics-check-mcp",
"github_url": "https://github.com/r-huijts/ethics-check-mcp",
"short_description": "MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learning",
"detailed_description": "MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learning",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "rae-api-com/rae-mcp",
"github_url": "https://github.com/rae-api-com/rae-mcp",
"short_description": "🏎️ ☁️ 🍎 🪟 🐧 MPC Server to connect your preferred model with https://rae-api.com, Roya Academy of Spanish Dictionary",
"detailed_description": "🏎️ ☁️ 🍎 🪟 🐧 MPC Server to connect your preferred model with https://rae-api.com, Roya Academy of Spanish Dictionary",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "Rai220/think-mcp",
"github_url": "https://github.com/Rai220/think-mcp",
"short_description": "Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool).",
"detailed_description": "Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool).",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "reeeeemo/ancestry-mcp",
"github_url": "https://github.com/reeeeemo/ancestry-mcp",
"short_description": "Allows the AI to read .ged files and genetic data",
"detailed_description": "Allows the AI to read .ged files and genetic data",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "rember/rember-mcp",
"github_url": "https://github.com/rember/rember-mcp",
"short_description": "Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats.",
"detailed_description": "Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "roychri/mcp-server-asana",
"github_url": "https://github.com/roychri/mcp-server-asana",
"short_description": "📇 ☁️ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.",
"detailed_description": "📇 ☁️ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "rusiaaman/wcgw",
"github_url": "https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md",
"short_description": "Autonomous shell execution, computer control and coding agent. (Mac)",
"detailed_description": "Autonomous shell execution, computer control and coding agent. (Mac)",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "inkbytefo/screenmonitormcp",
"github_url": "https://github.com/inkbytefo/screenmonitormcp",
"short_description": "Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows.",
"detailed_description": "Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "SecretiveShell/MCP-wolfram-alpha",
"github_url": "https://github.com/SecretiveShell/MCP-wolfram-alpha",
"short_description": "An MCP server for querying wolfram alpha API.",
"detailed_description": "An MCP server for querying wolfram alpha API.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Seym0n/tiktok-mcp",
"github_url": "https://github.com/Seym0n/tiktok-mcp",
"short_description": "Interact with TikTok videos",
"detailed_description": "Interact with TikTok videos",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "Shopify/dev-mcp",
"github_url": "https://github.com/Shopify/dev-mcp",
"short_description": "Model Context Protocol (MCP) server that interacts with Shopify Dev.",
"detailed_description": "Model Context Protocol (MCP) server that interacts with Shopify Dev.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "sirmews/apple-notes-mcp",
"github_url": "https://github.com/sirmews/apple-notes-mcp",
"short_description": "Allows the AI to read from your local Apple Notes database (macOS only)",
"detailed_description": "Allows the AI to read from your local Apple Notes database (macOS only)",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "sooperset/mcp-atlassian",
"github_url": "https://github.com/sooperset/mcp-atlassian",
"short_description": "MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.",
"detailed_description": "MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "suekou/mcp-notion-server",
"github_url": "https://github.com/suekou/mcp-notion-server",
"short_description": "Interacting with Notion API",
"detailed_description": "Interacting with Notion API",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "tacticlaunch/mcp-linear",
"github_url": "https://github.com/tacticlaunch/mcp-linear",
"short_description": "Integrates with Linear project management system",
"detailed_description": "Integrates with Linear project management system",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "tanigami/mcp-server-perplexity",
"github_url": "https://github.com/tanigami/mcp-server-perplexity",
"short_description": "Interacting with Perplexity API.",
"detailed_description": "Interacting with Perplexity API.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "tevonsb/homeassistant-mcp",
"github_url": "https://github.com/tevonsb/homeassistant-mcp",
"short_description": "Access Home Assistant data and control devices (lights, switches, thermostats, etc).",
"detailed_description": "Access Home Assistant data and control devices (lights, switches, thermostats, etc).",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "TheoBrigitte/mcp-time",
"github_url": "https://github.com/TheoBrigitte/mcp-time",
"short_description": "MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.",
"detailed_description": "MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "tomekkorbak/oura-mcp-server",
"github_url": "https://github.com/tomekkorbak/oura-mcp-server",
"short_description": "An MCP server for Oura, an app for tracking sleep",
"detailed_description": "An MCP server for Oura, an app for tracking sleep",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "tqiqbal/mcp-confluence-server",
"github_url": "https://github.com/tqiqbal/mcp-confluence-server",
"short_description": "A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.",
"detailed_description": "A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [],
"platforms": []
}
},
{
"name": "ttommyth/interactive-mcp",
"github_url": "https://github.com/ttommyth/interactive-mcp",
"short_description": "Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.",
"detailed_description": "Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "tumf/web3-mcp",
"github_url": "https://github.com/tumf/web3-mcp",
"short_description": "An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and more.",
"detailed_description": "An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and more.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ujisati/anki-mcp",
"github_url": "https://github.com/ujisati/anki-mcp",
"short_description": "Manage your Anki collection with AnkiConnect & MCP",
"detailed_description": "Manage your Anki collection with AnkiConnect & MCP",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Python"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "UnitVectorY-Labs/mcp-graphql-forge",
"github_url": "https://github.com/UnitVectorY-Labs/mcp-graphql-forge",
"short_description": "A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.",
"detailed_description": "A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"Go"
],
"scope": [
"Cloud"
],
"platforms": [
"macOS",
"Windows",
"Linux"
]
}
},
{
"name": "wanaku-ai/wanaku",
"github_url": "https://github.com/wanaku-ai/wanaku",
"short_description": "☁️ 🏠 The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.",
"detailed_description": "☁️ 🏠 The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "wong2/mcp-cli",
"github_url": "https://github.com/wong2/mcp-cli",
"short_description": "CLI tool for testing MCP servers",
"detailed_description": "CLI tool for testing MCP servers",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Local"
],
"platforms": []
}
},
{
"name": "ws-mcp",
"github_url": "https://github.com/nick1udwig/ws-mcp",
"short_description": "Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))",
"detailed_description": "Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "yuna0x0/hackmd-mcp",
"github_url": "https://github.com/yuna0x0/hackmd-mcp",
"short_description": "Allows AI models to interact with [HackMD](https://hackmd.io)",
"detailed_description": "Allows AI models to interact with [HackMD](https://hackmd.io)",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "ZeparHyfar/mcp-datetime",
"github_url": "https://github.com/ZeparHyfar/mcp-datetime",
"short_description": "MCP server providing date and time functions in various formats",
"detailed_description": "MCP server providing date and time functions in various formats",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [],
"scope": [],
"platforms": []
}
},
{
"name": "zueai/mcp-manager",
"github_url": "https://github.com/zueai/mcp-manager",
"short_description": "Simple Web UI to install and manage MCP servers for Claude Desktop App.",
"detailed_description": "Simple Web UI to install and manage MCP servers for Claude Desktop App.",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud"
],
"platforms": []
}
},
{
"name": "imprvhub/mcp-claude-spotify",
"github_url": "https://github.com/imprvhub/mcp-claude-spotify",
"short_description": "An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).",
"detailed_description": "An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).",
"category": "️ Other Tools and Integrations",
"metadata": {
"official": false,
"languages": [
"TypeScript/JavaScript"
],
"scope": [
"Cloud",
"Local"
],
"platforms": []
}
}
]