1mcpserver

- [1mcp/agent](https://github.com/1mcp-app/agent) - A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one. - [duaraghav8/MCPJungle](https://github.com/duaraghav8/MCPJungle) - Self-hosted MCP Server registry for enterprise AI Agents - [glenngillen/mcpmcp-server](https://github.com/glenngillen/mcpmcp-server) - A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow. - [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) - 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. - [julien040/anyquery](https://github.com/julien040/anyquery) - 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. - [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI. - [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview). - [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app. - [sitbon/magg](https://github.com/sitbon/magg) - 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. - [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) - OpenAI GPT image generation/editing MCP server. - [sxhxliang/mcp-access-point](https://github.com/sxhxliang/mcp-access-point) - Turn a web service into an MCP server in one click without making any code changes. - [TheLunarCompany/lunar#mcpx](https://github.com/TheLunarCompany/lunar/tree/main/mcpx) - MCPX is a production-ready, open-source gateway to manage MCP servers at scalecentralize tool discovery, access controls, call prioritization, and usage tracking to simplify agent workflows. - [tigranbs/mcgravity](https://github.com/tigranbs/mcgravity) - 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. - [VeriTeknik/pluggedin-mcp-proxy](https://github.com/VeriTeknik/pluggedin-mcp-proxy) - 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. - [WayStation-ai/mcp](https://github.com/waystation-ai/mcp) - Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs. - [wegotdocs/open-mcp](https://github.com/wegotdocs/open-mcp) - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org - [8enSmith/mcp-open-library](https://github.com/8enSmith/mcp-open-library) - A MCP server for the Open Library API that enables AI assistants to search for book information. - [abhiemj/manim-mcp-server](https://github.com/abhiemj/manim-mcp-server) - A local MCP server that generates animations using Manim. - [ahujasid/blender-mcp](https://github.com/ahujasid/blender-mcp) - MCP server for working with Blender - [burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp) - Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection - [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) - Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis - [cswkim/discogs-mcp-server](https://github.com/cswkim/discogs-mcp-server) - MCP server to interact with the Discogs API - [diivi/aseprite-mcp](https://github.com/diivi/aseprite-mcp) - MCP server using the Aseprite API to create pixel art - [djalal/quran-mcp-server](https://github.com/djalal/quran-mcp-server) MCP server to interact with Quran.com corpus via the official REST API v4. - [mikechao/metmuseum-mcp](https://github.com/mikechao/metmuseum-mcp) - Metropolitan Museum of Art Collection API integration to search and display artworks in the collection. - [OctoEverywhere/mcp](https://github.com/OctoEverywhere/mcp) # - A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control. - [omni-mcp/isaac-sim-mcp](https://github.com/omni-mcp/isaac-sim-mcp) - A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc. - [PatrickPalmer/MayaMCP](https://github.com/PatrickPalmer/MayaMCP) - MCP server for Autodesk Maya - [r-huijts/oorlogsbronnen-mcp](https://github.com/r-huijts/oorlogsbronnen-mcp) - Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945) - [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) - Rijksmuseum API integration for artwork search, details, and collections - [samuelgursky/davinci-resolve-mcp](https://github.com/samuelgursky/davinci-resolve-mcp) - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control - [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) - A MCP server integrating AniList API for anime and manga information - [genomoncology/biomcp](https://github.com/genomoncology/biomcp) - Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info. - [longevity-genie/biothings-mcp](https://github.com/longevity-genie/biothings-mcp) - MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information. - [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) - MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library. - [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) - MCP server for a queryable database for aging and longevity research from the OpenGenes project. - [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity. - [34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) - A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts. - [agent-infra/mcp-server-browser](https://github.com/bytedance/UI-TARS-desktop/tree/main/packages/agent-infra/mcp-servers/browser) - Browser automation capabilities using Puppeteer, both support local and remote browser connection. - [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) - An MCP server for browser automation using Playwright - [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) - An MCP python server using Playwright for browser automation,more suitable for llm - [browserbase/mcp-server-browserbase](https://github.com/browserbase/mcp-server-browserbase) - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) - [browsermcp/mcp](https://github.com/browsermcp/mcp) - Automate your local Chrome browser - [co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server. - [eat-pray-ai/yutu](https://github.com/eat-pray-ai/yutu) - A fully functional MCP server and CLI for YouTube to automate YouTube operation - [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) - An MCP server using Playwright for browser automation and webscrapping - [eyalzh/browser-control-mcp](https://github.com/eyalzh/browser-control-mcp) - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox). - [fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) - An MCP server for interacting with Apple Reminders on macOS - [getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) - Extract structured data from any website. Just prompt and get JSON. - [kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) - Fetch YouTube subtitles and transcripts for AI analysis - [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) - A `minimal` server/client MCP implementation using Azure OpenAI and Playwright. - [lightpanda-io/gomcp](https://github.com/lightpanda-io/gomcp) / / - An MCP server in Go for Lightpanda, the ultra fast headless browser designed for web automation - [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) - Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots - [modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) - Browser automation for web scraping and interaction - [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) - An MCP Server for interacting with manifest v2 compatible browsers. - [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) - An MCP Server that enables AI assistants to interact with your local browsers. - [operative_sh/web-eval-agent](https://github.com/Operative-Sh/web-eval-agent) - An MCP Server that autonomously debugs web applications with browser-use browser agents - [pskill9/web-search](https://github.com/pskill9/web-search) - An MCP server that enables free web searching using Google search results, with no API keys required. - [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) - An MCP Server Integration with Apple Shortcuts - [xspadex/bilibili-mcp](https://github.com/xspadex/bilibili-mcp.git) - A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface. - [imprvhub/mcp-browser-agent](https://github.com/imprvhub/mcp-browser-agent) - A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities. - [4everland/4everland-hosting-mcp](https://github.com/4everland/4everland-hosting-mcp) - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave. - [aashari/mcp-server-aws-sso](https://github.com/aashari/mcp-server-aws-sso) - 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. - [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) - upload and manipulation of IPFS storage - [alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server) - 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 - [alexei-led/k8s-mcp-server](https://github.com/alexei-led/k8s-mcp-server) - 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. - [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) - A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products. - [awslabs/mcp](https://github.com/awslabs/mcp) - AWS MCP servers for seamless integration with AWS services and resources. - [bright8192/esxi-mcp-server](https://github.com/bright8192/esxi-mcp-server) - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management. - [cloudflare/mcp-server-cloudflare](https://github.com/cloudflare/mcp-server-cloudflare) - Integration with Cloudflare services including Workers, KV, R2, and D1 - [cyclops-ui/mcp-cyclops](https://github.com/cyclops-ui/mcp-cyclops) - An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction - [elementfm/mcp](https://gitlab.com/elementfm/mcp) - Open source podcast hosting platform - [erikhoward/adls-mcp-server](https://github.com/erikhoward/adls-mcp-server) / - MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata. - [flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) / - Typescript implementation of Kubernetes cluster operations for pods, deployments, services. - [hardik-id/azure-resource-graph-mcp-server](https://github.com/hardik-id/azure-resource-graph-mcp-server) / - 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. - [jdubois/azure-cli-mcp](https://github.com/jdubois/azure-cli-mcp) - A wrapper around the Azure CLI command line that allows you to talk directly to Azure - [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) - 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. - [liveblocks/liveblocks-mcp-server](https://github.com/liveblocks/liveblocks-mcp-server) - 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. - [manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) A - 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. - [Nebula-Block-Data/nebulablock-mcp-server](https://github.com/Nebula-Block-Data/nebulablock-mcp-server) - integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools - [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) - - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state. - [portainer/portainer-mcp](https://github.com/portainer/portainer-mcp) / - 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. - [pulumi/mcp-server](https://github.com/pulumi/mcp-server) - 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. - [pythonanywhere/pythonanywhere-mcp-server](https://github.com/pythonanywhere/pythonanywhere-mcp-server) - MCP server implementation for PythonAnywhere cloud platform. - [qiniu/qiniu-mcp-server](https://github.com/qiniu/qiniu-mcp-server) - A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc. - [redis/mcp-redis-cloud](https://github.com/redis/mcp-redis-cloud) - Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands. - [reza-gholizade/k8s-mcp-server](https://github.com/reza-gholizade/k8s-mcp-server) / - 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. - [rohitg00/kubectl-mcp-server](https://github.com/rohitg00/kubectl-mcp-server) / - 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. - [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) / - 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. - [StacklokLabs/mkp](https://github.com/StacklokLabs/mkp) - 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. - [StacklokLabs/mkp](https://github.com/StacklokLabs/mkp) / - 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 - [StacklokLabs/ocireg-mcp](https://github.com/StacklokLabs/ocireg-mcp) - 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. - [strowk/mcp-k8s-go](https://github.com/strowk/mcp-k8s-go) / - Kubernetes cluster operations through MCP - [thunderboltsid/mcp-nutanix](https://github.com/thunderboltsid/mcp-nutanix) / - Go-based MCP Server for interfacing with Nutanix Prism Central resources. - [trilogy-group/aws-pricing-mcp](https://github.com/trilogy-group/aws-pricing-mcp) / - Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue. - [VmLia/books-mcp-server](https://github.com/VmLia/books-mcp-server) - This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio. - [weibaohui/k8m](https://github.com/weibaohui/k8m) / - 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. - [weibaohui/kom](https://github.com/weibaohui/kom) / - 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. - [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) / - MCP Server for kubernetes management, and analyze your cluster, application health - [alfonsograziano/node-code-sandbox-mcp](https://github.com/alfonsograziano/node-code-sandbox-mcp) A Node.js MCP server that spins up isolated Docker-based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown - [ckanthony/openapi-mcp](https://github.com/ckanthony/openapi-mcp) - OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs. - [gwbischof/outsource-mcp](https://github.com/gwbischof/outsource-mcp) - Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?" - [hileamlakB/PRIMS](https://github.com/hileamlakB/PRIMS) A Python Runtime Interpreter MCP Server that executes user-submitted code in an isolated environment. - [ouvreboite/openapi-to-mcp](https://github.com/ouvreboite/openapi-to-mcp) # - Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and request body. - [pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) - Run Python code in a secure sandbox via MCP tool calls - [r33drichards/mcp-js](https://github.com/r33drichards/mcp-js) - 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. - [yepcode/mcp-server-js](https://github.com/yepcode/mcp-server-js) - 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 - [dagger/container-use](https://github.com/dagger/container-use) - 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. - [doggybee/mcp-server-leetcode](https://github.com/doggybee/mcp-server-leetcode) - An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access. - [ezyang/codemcp](https://github.com/ezyang/codemcp) - Coding agent with basic read, write and command line tools. - [gabrielmaialva33/winx-code-agent](https://github.com/gabrielmaialva33/winx-code-agent) - A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP. - [jinzcdev/leetcode-mcp-server](https://github.com/jinzcdev/leetcode-mcp-server) - 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. - [juehang/vscode-mcp-server](https://github.com/juehang/vscode-mcp-server) - 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. - [micl2e2/code-to-tree](https://github.com/micl2e2/code-to-tree) - A single-binary MCP server that converts source code into AST, regardless of language. - [oraios/serena](https://github.com/oraios/serena) - A fully-featured coding agent that relies on symbolic code operations by using language servers. - [pdavis68/RepoMapper](https://github.com.mcas.ms/pdavis68/RepoMapper) - 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 - [rinadelph/Agent-MCP](https://github.com/rinadelph/Agent-MCP) - A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities. - [stippi/code-assistant](https://github.com/stippi/code-assistant) - Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently. - [tiianhk/MaxMSP-MCP-Server](https://github.com/tiianhk/MaxMSP-MCP-Server) - A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia. - [VertexStudio/developer](https://github.com/VertexStudio/developer) - Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities - [automateyournetwork/pyATS_MCP](https://github.com/automateyournetwork/pyATS_MCP) - Cisco pyATS server enabling structured, model-driven interaction with network devices. - [aymericzip/intlayer](https://github.com/aymericzip/intlayer) - A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs. - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) - 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. - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) - Run any command with `run_command` and `run_script` tools. - [maxim-saplin/mcp_safe_local_python_executor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - Safe Python interpreter based on HF Smolagents `LocalPythonExecutor` - [misiektoja/kill-process-mcp](https://github.com/misiektoja/kill-process-mcp) - List and terminate OS processes via natural language queries - [MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server) - Command line interface with secure execution and customizable security policies - [OthmaneBlial/term_mcp_deepseek](https://github.com/OthmaneBlial/term_mcp_deepseek) - A DeepSeek MCP-like Server for Terminal - [sonirico/mcp-shell](https://github.com/sonirico/mcp-shell) - Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker. - [tufantunc/ssh-mcp](https://github.com/tufantunc/ssh-mcp) - 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. - [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) - A secure shell command execution server implementing the Model Context Protocol (MCP) - [wonderwhy-er/DesktopCommanderMCP](https://github.com/wonderwhy-er/DesktopCommanderMCP) - A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files. - [AbdelStark/nostr-mcp](https://github.com/AbdelStark/nostr-mcp) - A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more. - [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) - Interact with Twitter search and timeline - [agentmail-toolkit/mcp](https://github.com/agentmail-to/agentmail-toolkit/tree/main/mcp) - 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. - [areweai/tsgram-mcp](https://github.com/areweai/tsgram-mcp) - TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go! - [arpitbatra123/mcp-googletasks](https://github.com/arpitbatra123/mcp-googletasks) - An MCP server to interface with the Google Tasks API - [Cactusinhand/mcp_server_notify](https://github.com/Cactusinhand/mcp_server_notify) - A MCP server that send desktop notifications with sound effect when agent tasks are completed. - [carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp) - 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. - [chaindead/telegram-mcp](https://github.com/chaindead/telegram-mcp) - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status - [chigwell/telegram-mcp](https://github.com/chigwell/telegram-mcp) - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status. - [Danielpeter-99/calcom-mcp](https://github.com/Danielpeter-99/calcom-mcp) - MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs. - [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) - 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. - [gitmotion/ntfy-me-mcp](https://github.com/gitmotion/ntfy-me-mcp) - 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!) - [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - An MCP server application that sends various types of messages to the WeCom group robot. - [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) - 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 - [i-am-bee/acp-mcp](https://github.com/i-am-bee/acp-mcp) - 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. - [InditexTech/mcp-teams-server](https://github.com/InditexTech/mcp-teams-server) - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads) - [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) - 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. - [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more. - [keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) - Bluesky instance integration for querying and interaction - [khan2a/telephony-mcp-server](https://github.com/khan2a/telephony-mcp-server) - 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. - [korotovsky/slack-mcp-server](https://github.com/korotovsky/slack-mcp-server) - The most powerful MCP server for Slack Workspaces. - [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) - An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups - [line/line-bot-mcp-server](https://github.com/line/line-bot-mcp-server) - MCP Server for Integrating LINE Official Account - [OverQuotaAI/chatterboxio-mcp-server](https://github.com/OverQuotaAI/chatterboxio-mcp-server) - MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings. - [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat. - [softeria/ms-365-mcp-server](https://github.com/softeria/ms-365-mcp-server) - MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar) - [teddyzxcv/ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp) - The MCP server that keeps you informed by sending the notification on phone using ntfy - [userad/didlogic_mcp](https://github.com/UserAd/didlogic_mcp) - An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations. - [YCloud-Developers/ycloud-whatsapp-mcp-server](https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server) - MCP server for WhatsApp Business Platform by YCloud. - [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - An MCP server to Manage Google Tasks - [ztxtxwd/open-feishu-mcp-server](https://github.com/ztxtxwd/open-feishu-mcp-server) - 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. - [antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) - A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis). - [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) - Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically. - [iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) - Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics. - [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) - Connect any Open Data to any LLM with Model Context Protocol. - [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) - An MCP server to access and updates profiles on an Apache Unomi CDP server. - [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) - An MCP server to interact with a Tinybird Workspace from any MCP client. - [Aiven-Open/mcp-aiven](https://github.com/Aiven-Open/mcp-aiven) - - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL, Apache Kafka, ClickHouse and OpenSearch services - [alexanderzuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server) - Supabase MCP Server with support for SQL query execution and database exploration tools - [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless. - [amineelkouhen/mcp-cockroachdb](https://github.com/amineelkouhen/mcp-cockroachdb) - A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com). - [benborla29/mcp-server-mysql](https://github.com/benborla/mcp-server-mysql) - MySQL database integration in NodeJS with configurable access controls and schema inspection - [bytebase/dbhub](https://github.com/bytebase/dbhub) Universal database MCP server supporting mainstream databases. - [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) - TiDB database integration with schema inspection and query capabilities - [Canner/wren-engine](https://github.com/Canner/wren-engine) - The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents - [centralmind/gateway](https://github.com/centralmind/gateway) - MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase - [ChristianHinge/dicom-mcp](https://github.com/ChristianHinge/dicom-mcp) - DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems. - [chroma-core/chroma-mcp](https://github.com/chroma-core/chroma-mcp) - Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities - [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) - ClickHouse database integration with schema inspection and query capabilities - [confluentinc/mcp-confluent](https://github.com/confluentinc/mcp-confluent) - Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs. - [Couchbase-Ecosystem/mcp-server-couchbase](https://github.com/Couchbase-Ecosystem/mcp-server-couchbase) - Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis. - [cr7258/elasticsearch-mcp-server](https://github.com/cr7258/elasticsearch-mcp-server) - MCP Server implementation that provides Elasticsearch interaction - [crystaldba/postgres-mcp](https://github.com/crystaldba/postgres-mcp) - All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks - [Dataring-engineering/mcp-server-trino](https://github.com/Dataring-engineering/mcp-server-trino) - Trino MCP Server to query and access data from Trino Clusters. - [davewind/mysql-mcp-server](https://github.com/dave-wind/mysql-mcp-server) A user-friendly read-only mysql mcp server for cursor and n8n... - [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines - [domdomegg/airtable-mcp-server](https://github.com/domdomegg/airtable-mcp-server) - Airtable database integration with schema inspection, read and write capabilities - [edwinbernadus/nocodb-mcp-server](https://github.com/edwinbernadus/nocodb-mcp-server) - Nocodb database integration, read and write capabilities - [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities - [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) - Node.js-based MySQL database integration that provides secure MySQL database operations - [ferrants/memvid-mcp-server](https://github.com/ferrants/memvid-mcp-server) - Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search. - [fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) - Fireproof ledger database with multi-user sync - [freema/mcp-gsheets](https://github.com/freema/mcp-gsheets) - MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities. - [FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server) A high-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. - [furey/mongodb-lens](https://github.com/furey/mongodb-lens) - MongoDB Lens: Full Featured MCP Server for MongoDB Databases - [gannonh/firebase-mcp](https://github.com/gannonh/firebase-mcp) - Firebase services including Auth, Firestore and Storage. - [get-convex/convex-backend](https://stack.convex.dev/convex-mcp-server) - 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)) - [googleapis/genai-toolbox](https://github.com/googleapis/genai-toolbox) - Open source MCP server specializing in easy, fast, and secure tools for Databases. - [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) - MCP Server for querying GreptimeDB. - [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) - 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. - [hydrolix/mcp-hydrolix](https://github.com/hydrolix/mcp-hydrolix) - Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows. - [idoru/influxdb-mcp-server](https://github.com/idoru/influxdb-mcp-server) - Run queries against InfluxDB OSS API v2. - [InfluxData/influxdb3_mcp_server](https://github.com/influxdata/influxdb3_mcp_server) - Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated - [isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server) - Snowflake integration implementing read and (optional) write operations as well as insight tracking - [yannbrrd/simple_snowflake_mcp](https://github.com/YannBrrd/simple_snowflake_mcp) - Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations - [joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - Supabase MCP Server for managing and creating projects and organisations in Supabase - [jovezhong/mcp-timeplus](https://github.com/jovezhong/mcp-timeplus) - 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 - [jparkerweb/mcp-sqlite](https://github.com/jparkerweb/mcp-sqlite) - Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities. - [KashiwaByte/vikingdb-mcp-server](https://github.com/KashiwaByte/vikingdb-mcp-server) - VikingDB integration with collection and index introduction, vector store and search capabilities. - [kiliczsh/mcp-mongo-server](https://github.com/kiliczsh/mcp-mongo-server) - A Model Context Protocol Server for MongoDB - [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) - DuckDB database integration with schema inspection and query capabilities - [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) - BigQuery database integration with schema inspection and query capabilities - [memgraph/mcp-memgraph](https://github.com/memgraph/ai-toolkit/tree/main/integrations/mcp-memgraph) - Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource. - [modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) - PostgreSQL database integration with schema inspection and query capabilities - [modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) - SQLite database operations with built-in analysis features - [neo4j-contrib/mcp-neo4j](https://github.com/neo4j-contrib/mcp-neo4j) - Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances) - [neondatabase/mcp-server-neon](https://github.com/neondatabase/mcp-server-neon) An MCP Server for creating and managing Postgres databases using Neon Serverless Postgres - [niledatabase/nile-mcp-server](https://github.com/niledatabase/nile-mcp-server) MCP server for Nile's Postgres platform - Manage and query Postgres databases, tenants, users, auth using LLMs - [openlink/mcp-server-jdbc](https://github.com/OpenLinkSoftware/mcp-jdbc-server) - An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol - [openlink/mcp-server-odbc](https://github.com/OpenLinkSoftware/mcp-odbc-server) - An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol - [openlink/mcp-server-sqlalchemy](https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server) - An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc) - [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) - Query and analyze Azure Data Explorer databases - [pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server) - Query and analyze Prometheus, open-source monitoring system. - [prisma/mcp](https://github.com/prisma/mcp) - Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries). - [qdrant/mcp-server-qdrant](https://github.com/qdrant/mcp-server-qdrant) - A Qdrant MCP server - [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) - MongoDB integration that enables LLMs to interact directly with databases. - [quarkiverse/mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) - Connect to any JDBC-compatible database and query, insert, update, delete, and more. - [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) - 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. - [redis/mcp-redis](https://github.com/redis/mcp-redis) - The Redis official MCP Server offers an interface to manage and search data in Redis. - [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) - 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. - [s2-streamstore/s2-sdk-typescript](https://github.com/s2-streamstore/s2-sdk-typescript) - Official MCP server for the S2.dev serverless stream platform. - [schemacrawler/SchemaCrawler-MCP-Server-Usage](https://github.com/schemacrawler/SchemaCrawler-MCP-Server-Usage) Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean. - [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) - Pinecone integration with vector search capabilities - [skysqlinc/skysql-mcp](https://github.com/skysqlinc/skysql-mcp) - 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. - [supabase-community/supabase-mcp](https://github.com/supabase-community/supabase-mcp) - 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. - [TheRaLabs/legion-mcp](https://github.com/TheRaLabs/legion-mcp) Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite. - [tradercjz/dolphindb-mcp-server](https://github.com/tradercjz/dolphindb-mcp-server) - TDolphinDB database integration with schema inspection and query capabilities - [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) - A Go implementation of a Model Context Protocol (MCP) server for Trino - [VictoriaMetrics-Community/mcp-victorialogs](https://github.com/VictoriaMetrics-Community/mcp-victorialogs) - 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. - [weaviate/mcp-server-weaviate](https://github.com/weaviate/mcp-server-weaviate) - An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store. - [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) - 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 - [xexr/mcp-libsql](https://github.com/Xexr/mcp-libsql) - Production-ready MCP server for libSQL databases with comprehensive security and management tools. - [XGenerationLab/xiyan_mcp_server](https://github.com/XGenerationLab/xiyan_mcp_server) An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM. - [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) - 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. - [ydb/ydb-mcp](https://github.com/ydb-platform/ydb-mcp) - MCP server for interacting with [YDB](https://ydb.tech) databases - [yincongcyincong/VictoriaMetrics-mcp-server](https://github.com/yincongcyincong/VictoriaMetrics-mcp-server) - An MCP server for interacting with VictoriaMetrics database. - [Zhwt/go-mcp-mysql](https://github.com/Zhwt/go-mcp-mysql) Easy to use, zero dependency MySQL MCP server built with Golang with configurable readonly mode and schema inspection. - [zilliztech/mcp-server-milvus](https://github.com/zilliztech/mcp-server-milvus) - MCP Server for Milvus / Zilliz, making it possible to interact with your database. - [aywengo/kafka-schema-reg-mcp](https://github.com/aywengo/kafka-schema-reg-mcp) - Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features. - [dbt-labs/dbt-mcp](https://github.com/dbt-labs/dbt-mcp) - 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. - [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) - 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. - [JordiNei/mcp-databricks-server](https://github.com/JordiNeil/mcp-databricks-server) - Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status. - [jwaxman19/qlik-mcp](https://github.com/jwaxman19/qlik-mcp) - MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support. - [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API. - [mattijsdp/dbt-docs-mcp](https://github.com/mattijsdp/dbt-docs-mcp) - 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. - [yashshingvi/databricks-genie-MCP](https://github.com/yashshingvi/databricks-genie-MCP) - 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. - [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - Create crafted UI components inspired by the best 21st.dev design engineers. - [aashari/mcp-server-atlassian-bitbucket](https://github.com/aashari/mcp-server-atlassian-bitbucket) - Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time. - [aashari/mcp-server-atlassian-confluence](https://github.com/aashari/mcp-server-atlassian-confluence) - Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion. - [aashari/mcp-server-atlassian-jira](https://github.com/aashari/mcp-server-atlassian-jira) - Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time. - [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase. - [akramIOT/MCP_AI_SOC_Sher](https://github.com/akramIOT/MCP_AI_SOC_Sher) - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent. - [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude. - [ambar/simctl-mcp](https://github.com/ambar/simctl-mcp) A MCP server implementation for iOS Simulator control. - [api7/apisix-mcp](https://github.com/api7/apisix-mcp) MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix). - [ArchAI-Labs/fastmcp-sonarqube-metrics](https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics) - 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. - [artmann/package-registry-mcp](https://github.com/artmann/package-registry-mcp) - MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages. - [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema) - [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) - An MCP server for running code locally via Docker and supporting multiple programming languages. - [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) - Analyze React code locally, generate docs / llm.txt for whole project at once - [bucketco/bucket-javascript-sdk#cli](https://github.com/bucketco/bucket-javascript-sdk/tree/main/packages/cli#model-context-protocol) - Flag features directly from chat in your IDE with [Bucket](https://bucket.co). - [Chunkydotdev/bldbl-mcp](https://github.com/chunkydotdev/bldbl-mcp) - 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. - [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) Enable AI Agents to fix build failures from CircleCI. - [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) A programming-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) - [ckanthony/gin-mcp](https://github.com/ckanthony/gin-mcp) - A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools. - [ckreiling/mcp-server-docker](https://github.com/ckreiling/mcp-server-docker) - Integrate with Docker to manage containers, images, volumes, and networks. - [CodeLogicIncEngineering/codelogic-mcp-server](https://github.com/CodeLogicIncEngineering/codelogic-mcp-server) - Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools. - [Comet-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) - Use natural language to explore LLM observability, traces, and monitoring data captured by Opik. - [cqfn/aibolit-mcp-server](https://github.com/cqfn/aibolit-mcp-server) - Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better' - [currents-dev/currents-mcp](https://github.com/currents-dev/currents-mcp) Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev). - [davidlin2k/pox-mcp-server](https://github.com/davidlin2k/pox-mcp-server) - MCP server for the POX SDN controller to provides network control and management capabilities. - [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) - Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/) - [docker/hub-mcp](https://github.com/docker/hub-mcp) - Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images - [endorhq/cli](https://github.com/endorhq/cli) - 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. - [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io). - [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) - Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis. - [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) - 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. - [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) - Provide coding agents direct access to Figma data to help them one-shot design implementation. - [gofireflyio/firefly-mcp](https://github.com/gofireflyio/firefly-mcp) - Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai). - [gorosun/unified-diff-mcp](https://github.com/gorosun/unified-diff-mcp) - 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 - [Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization. - [PromptExecution/cratedocs-mcp](https://github.com/promptexecution/cratedocs-mcp) - 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. - [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) - An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae). - [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) - MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations. - [hijaz/postmancer](https://github.com/hijaz/postmancer) - A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections. - [hloiseaufcms/mcp-gopls](https://github.com/hloiseaufcms/mcp-gopls) - 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. - [hungthai1401/bruno-mcp](https://github.com/hungthai1401/bruno-mcp) - A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/). - [hyperb1iss/droidmind](https://github.com/hyperb1iss/droidmind) - Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework. - [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) - 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 - [idosal/git-mcp](https://github.com/idosal/git-mcp) - [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 - [IlyaGulya/gradle-mcp-server](https://github.com/IlyaGulya/gradle-mcp-server) - Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting - [InditexTech/mcp-server-simulator-ios-idb](https://github.com/InditexTech/mcp-server-simulator-ios-idb) - A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands. - [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) - MCP server for local compression of various image formats. - [ios-simulator-mcp](https://github.com/joshuayoes/ios-simulator-mcp) - 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. - [isaacphi/mcp-language-server](https://github.com/isaacphi/mcp-language-server) - 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. - [IvanAmador/vercel-ai-docs-mcp](https://github.com/IvanAmador/vercel-ai-docs-mcp) - A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. - [j4c0bs/mcp-server-sql-analyzer](https://github.com/j4c0bs/mcp-server-sql-analyzer) - MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot) - [janreges/ai-distiller-mcp](https://github.com/janreges/ai-distiller) - 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. - [jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) - An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation. - [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) - Connect to JetBrains IDE - [Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI) - A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain. - [jordandalton/restcsv-mcp-server](https://github.com/JordanDalton/RestCsvMcpServer) - An MCP server for CSV files. - [joshuarileydev/app-store-connect-mcp-server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) - An MCP server to communicate with the App Store Connect API for iOS Developers - [joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) - An MCP server to control iOS Simulators - [Jpisnice/shadcn-ui-mcp-server](https://github.com/Jpisnice/shadcn-ui-mcp-server) - MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata. - [jsdelivr/globalping-mcp-server](https://github.com/jsdelivr/globalping-mcp-server) - 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. - [kadykov/mcp-openapi-schema-explorer](https://github.com/kadykov/mcp-openapi-schema-explorer) - Token-efficient access to OpenAPI/Swagger specs via MCP Resources. - [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations. - [langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) - MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management. - [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) - The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands. - [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) - 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. - [mobile-next/mobile-mcp](https://github.com/mobile-next/mobile-mcp) - MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported. - [mrexodia/user-feedback-mcp](https://github.com/mrexodia/user-feedback-mcp) - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. - [narumiruna/gitingest-mcp](https://github.com/narumiruna/gitingest-mcp) - A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase. - [neilberkman/editorconfig_mcp](https://github.com/neilberkman/editorconfig_mcp) - 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. - [OctoMind-dev/octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) - 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. - [bgauryy/octocode-mcp](https://github.com/bgauryy/octocode-mcp) - AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime. - [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) - Official MCP Server for [OpsLevel](https://www.opslevel.com) - [picahq/mcp](https://github.com/picahq/mcp) - One MCP for all your integrations powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents. - [posthog/mcp](https://github.com/posthog/mcp) - An MCP server for interacting with PostHog analytics, feature flags, error tracking and more. - [Pratyay/mac-monitor-mcp](https://github.com/Pratyay/mac-monitor-mcp) - Identifies resource-intensive processes on macOS and provides performance improvement suggestions. - [pskill9/website-downloader](https://github.com/pskill9/website-downloader) - This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally. - [qainsights/jmeter-mcp-server](https://github.com/QAInsights/jmeter-mcp-server) - JMeter MCP Server for performance testing - [qainsights/k6-mcp-server](https://github.com/QAInsights/k6-mcp-server) - Grafana k6 MCP Server for performance testing - [qainsights/locust-mcp-server](https://github.com/QAInsights/locust-mcp-server) - Locust MCP Server for performance testing - [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) - Docker container management and operations through MCP - [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) - Xcode integration for project management, file operations, and build automation - [ReAPI-com/mcp-openapi](https://github.com/ReAPI-com/mcp-openapi) - MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data - [Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server) - MCP server for the incident management platform [Rootly](https://rootly.com/). - [ryan0204/github-repo-mcp](https://github.com/Ryan0204/github-repo-mcp) - GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents. - [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) - An MCP Server to help LLMs suggest the latest stable package versions when writing code. - [sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) - 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 - [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support. - [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) - Connect any HTTP/REST API server using an Open API spec (v3) - [spacecode-ai/SpaceBridge-MCP](https://github.com/spacecode-ai/SpaceBridge-MCP) - Bring structure and preserve context in vibe coding by automatically tracking issues. - [stass/lldb-mcp](https://github.com/stass/lldb-mcp) - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling. - [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) - An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL. - [tgeselle/bugsnag-mcp](https://github.com/tgeselle/bugsnag-mcp) - An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/) - [Tommertom/awesome-ionic-mcp](https://github.com/Tommertom/awesome-ionic-mcp) - Your Ionic coding buddy enabled via MCP build awesome mobile apps using React/Angular/Vue or even Vanilla JS! - [tipdotmd/tip-md-x402-mcp-server](https://github.com/tipdotmd/tip-md-x402-mcp-server) - MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet. - [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage. - [utensils/mcp-nixos](https://github.com/utensils/mcp-nixos) - MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations. - [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more. - [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) - Connect to VSCode ide and use semantic tools like `find_usages` - [Wooonster/hocr_mcp_server](https://github.com/Wooonster/hocr_mcp_server) A fastAPI-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. - [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) Build iOS Xcode workspace/project and feed back errors to llm. - [XixianLiang/HarmonyOS-mcp-server](https://github.com/XixianLiang/HarmonyOS-mcp-server) - Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation. - [xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) - An implementation project of a JVM-based MCP (Model Context Protocol) server. - [yangkyeongmo@/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow) - MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client. - [yikakia/godoc-mcp-server](https://github.com/yikakia/godoc-mcp-server) - Query Go package information on pkg.go.dev - [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) - AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management - [YuChenSSR/mindmap-mcp-server](https://github.com/YuChenSSR/mindmap-mcp-server) - A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap. - [YuChenSSR/multi-ai-advisor](https://github.com/YuChenSSR/multi-ai-advisor-mcp) - A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question. - [Yutarop/ros-mcp](https://github.com/Yutarop/ros-mcp) - MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language. - [yWorks/mcp-typescribe](https://github.com/yWorks/mcp-typescribe) - MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs - [zaizaizhao/mcp-swagger-server](https://github.com/zaizaizhao/mcp-swagger-server) - 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. - [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) - An MCP server to flexibly fetch JSON, text, and HTML data - [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines - [zillow/auto-mobile](https://github.com/zillow/auto-mobile) - Tool suite built around an MCP server for Android automation for developer workflow and testing - [https://github.com/jordandalton/doordash-mcp-server](https://github.com/JordanDalton/DoorDash-MCP-Server) DoorDash Delivery (Unofficial) - [arrismo/kaggle-mcp](https://github.com/arrismo/kaggle-mcp) - Connects to Kaggle, ability to download and analyze datasets. - [ChronulusAI/chronulus-mcp](https://github.com/ChronulusAI/chronulus-mcp) - Predict anything with Chronulus AI forecasting and prediction agents. - [DataEval/dingo](https://github.com/DataEval/dingo) - 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. - [datalayer/jupyter-mcp-server](https://github.com/datalayer/jupyter-mcp-server) - Model Context Protocol (MCP) Server for Jupyter. - [growthbook/growthbook-mcp](https://github.com/growthbook/growthbook-mcp) Tools for creating and interacting with GrowthBook feature flags and experiments. - [HumanSignal/label-studio-mcp-server](https://github.com/HumanSignal/label-studio-mcp-server) - Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows. - [jjsantos01/jupyter-notebook-mcp](https://github.com/jjsantos01/jupyter-notebook-mcp) - connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks. - [kdqed/zaturn](https://github.com/kdqed/zaturn) - Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations. - [mckinsey/vizro-mcp](https://github.com/mckinsey/vizro/tree/main/vizro-mcp) - Tools and templates to create validated and maintainable data charts and dashboards. - [optuna/optuna-mcp](https://github.com/optuna/optuna-mcp) - Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/). - [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. - [subelsky/bundler_mcp](https://github.com/subelsky/bundler_mcp) - Enables agents to query local information about dependencies in a Ruby project's `Gemfile`. - [Bright-L01/networkx-mcp-server](https://github.com/Bright-L01/networkx-mcp-server) - 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. - [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) - An MCP server to convert almost any file or web content into Markdown - [horw/esp-mcp](https://github.com/horw/esp-mcp) - Workflow for fixing build issues in ESP32 series chips using ESP-IDF. - [kukapay/modbus-mcp](https://github.com/kukapay/modbus-mcp) - An MCP server that standardizes and contextualizes industrial Modbus data. - [kukapay/opcua-mcp](https://github.com/kukapay/opcua-mcp) - An MCP server that connects to OPC UA-enabled industrial systems. - [stack-chan/stack-chan](https://github.com/stack-chan/stack-chan) - A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions and emotions. - [yoelbassin/gnuradioMCP](https://github.com/yoelbassin/gnuradioMCP) - An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts. - [8b-is/smart-tree](https://github.com/8b-is/smart-tree) - 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. - [cyberchitta/llm-context.py](https://github.com/cyberchitta/llm-context.py) - Share code context with LLMs via MCP or clipboard - [exoticknight/mcp-file-merger](https://github.com/exoticknight/mcp-file-merger) - File merger tool, suitable for AI chat length limits. - [filesystem@quarkiverse/quarkus-mcp-servers](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/filesystem) - A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image. - [hmk/box-mcp-server](https://github.com/hmk/box-mcp-server) - Box integration for listing, reading and searching files - [isaacphi/mcp-gdrive](https://github.com/isaacphi/mcp-gdrive) - Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets. - [jeannier/homebrew-mcp](https://github.com/jeannier/homebrew-mcp) - Control your macOS Homebrew setup using natural language via this MCP server. Simply manage your packages, or ask for suggestions, troubleshoot brew issues etc. - [mamertofabian/mcp-everything-search](https://github.com/mamertofabian/mcp-everything-search) - Fast Windows file search using Everything SDK - [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) - Golang implementation for local file system access. - [mickaelkerjean/filestash](https://github.com/mickael-kerjean/filestash/tree/master/server/plugin/plg_handler_mcp) - Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc. - [microsoft/markitdown](https://github.com/microsoft/markitdown/tree/main/packages/markitdown-mcp) - MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption. - [modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) - Direct local file system access. - [Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal) - Access any storage with Apache OpenDAL - [aaronjmars/web3-research-mcp](https://github.com/aaronjmars/web3-research-mcp) - Deep Research for crypto - free & fully local - [ahnlabio/bicscan-mcp](https://github.com/ahnlabio/bicscan-mcp) - Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names. - [getAlby/mcp](https://github.com/getAlby/mcp) - Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally. - [alchemy/alchemy-mcp-server](https://github.com/alchemyplatform/alchemy-mcp-server) - Allow AI agents to interact with Alchemy's blockchain APIs. - [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) - Coinmarket API integration to fetch cryptocurrency listings and quotes - [araa47/jupiter-mcp](https://github.com/araa47/jupiter-mcp) - Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders ) - [ariadng/metatrader-mcp-server](https://github.com/ariadng/metatrader-mcp-server) - Enable AI LLMs to execute trades using MetaTrader 5 platform - [armorwallet/armor-crypto-mcp](https://github.com/armorwallet/armor-crypto-mcp) - MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more. - [bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp/) - Bankless Onchain API to interact with smart contracts, query transaction and token information - [base/base-mcp](https://github.com/base/base-mcp) - Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations - [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) - Alpha Vantage API integration to fetch both stock and crypto information - [bitteprotocol/mcp](https://github.com/BitteProtocol/mcp) - Bitte Protocol integration to run AI Agents on several blockchains. - [carsol/monarch-mcp-server](https://github.com/carsol/monarch-mcp-server) - 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. - [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/). - [codex-data/codex-mcp](https://github.com/Codex-Data/codex-mcp) - [Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks - [coinpaprika/dexpaprika-mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) - 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. - [doggybee/mcp-server-ccxt](https://github.com/doggybee/mcp-server-ccxt) - 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. - [ferdousbhai/investor-agent](https://github.com/ferdousbhai/investor-agent) - Yahoo Finance integration to fetch stock market data including options recommendations - [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) - Tastyworks API integration to handle trading activities on Tastytrade - [ferdousbhai/wsb-analyst-mcp](https://github.com/ferdousbhai/wsb-analyst-mcp) - Reddit integration to analyze content on WallStreetBets community - [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) - Bitcoin Lightning wallet integration powered by Nostr Wallet Connect - [glaksmono/finbud-data-mcp](https://github.com/glaksmono/finbud-data-mcp/tree/main/packages/mcp-server) - Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value. - [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) - 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 - [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) - MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data. - [intentos-labs/beeper-mcp](https://github.com/intentos-labs/beeper-mcp) - Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims. - [janswist/mcp-dexscreener](https://github.com/janswist/mcp-dexscreener) - Real-time on-chain market prices using open and free Dexscreener API - [kukapay/binance-alpha-mcp](https://github.com/kukapay/binance-alpha-mcp) - An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation. - [kukapay/blockbeats-mcp](https://github.com/kukapay/blockbeats-mcp) - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents. - [kukapay/blocknative-mcp](https://github.com/kukapay/blocknative-mcp) - Providing real-time gas price predictions across multiple blockchains, powered by Blocknative. - [kukapay/bridge-rates-mcp](https://github.com/kukapay/bridge-rates-mcp) - Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents. - [kukapay/chainlink-feeds-mcp](https://github.com/kukapay/chainlink-feeds-mcp) - Providing real-time access to Chainlink's decentralized on-chain price feeds. - [kukapay/chainlist-mcp](https://github.com/kukapay/chainlist-mcp) - An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens. - [kukapay/cointelegraph-mcp](https://github.com/kukapay/cointelegraph-mcp) - Providing real-time access to the latest news from Cointelegraph. - [kukapay/crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp) - Providing real-time and historical Crypto Fear & Greed Index data. - [kukapay/crypto-indicators-mcp](https://github.com/kukapay/crypto-indicators-mcp) - An MCP server providing a range of cryptocurrency technical analysis indicators and strategie. - [kukapay/crypto-liquidations-mcp](https://github.com/kukapay/crypto-liquidations-mcp) - Streams real-time cryptocurrency liquidation events from Binance. - [kukapay/crypto-news-mcp](https://github.com/kukapay/crypto-news-mcp) - An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents. - [kukapay/crypto-orderbook-mcp](https://github.com/kukapay/crypto-orderbook-mcp) - Analyzing order book depth and imbalance across major crypto exchanges. - [kukapay/crypto-pegmon-mcp](https://github.com/kukapay/crypto-pegmon-mcp) - Tracking stablecoin peg integrity across multiple blockchains. - [kukapay/crypto-portfolio-mcp](https://github.com/kukapay/crypto-portfolio-mcp) - An MCP server for tracking and managing cryptocurrency portfolio allocations. - [kukapay/crypto-projects-mcp](https://github.com/kukapay/crypto-projects-mcp) - Providing cryptocurrency project data from Mobula.io to AI agents. - [kukapay/crypto-rss-mcp](https://github.com/kukapay/crypto-rss-mcp) - An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds. - [kukapay/crypto-sentiment-mcp](https://github.com/kukapay/crypto-sentiment-mcp) - An MCP server that delivers cryptocurrency sentiment analysis to AI agents. - [kukapay/crypto-trending-mcp](https://github.com/kukapay/crypto-trending-mcp) - Tracking the latest trending tokens on CoinGecko. - [kukapay/crypto-whitepapers-mcp](https://github.com/kukapay/crypto-whitepapers-mcp) - Serving as a structured knowledge base of crypto whitepapers. - [kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server) - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. - [kukapay/defi-yields-mcp](https://github.com/kukapay/defi-yields-mcp) - An MCP server for AI agents to explore DeFi yield opportunities. - [kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp) - A mcp server that bridges Dune Analytics data to AI agents. - [kukapay/etf-flow-mcp](https://github.com/kukapay/etf-flow-mcp) - Delivering crypto ETF flow data to power AI agents' decision-making. - [kukapay/freqtrade-mcp](https://github.com/kukapay/freqtrade-mcp) - An MCP server that integrates with the Freqtrade cryptocurrency trading bot. - [kukapay/funding-rates-mcp](https://github.com/kukapay/funding-rates-mcp) - Providing real-time funding rate data across major crypto exchanges. - [kukapay/hyperliquid-info-mcp](https://github.com/kukapay/hyperliquid-info-mcp) - An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics. - [kukapay/hyperliquid-whalealert-mcp](https://github.com/kukapay/hyperliquid-whalealert-mcp) - An MCP server that provides real-time whale alerts on Hyperliquid, flagging positions with a notional value exceeding $1 million. - [kukapay/jupiter-mcp](https://github.com/kukapay/jupiter-mcp) - An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API. - [kukapay/pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp) - An MCP server that tracks newly created pools on Pancake Swap. - [kukapay/pumpswap-mcp](https://github.com/kukapay/pumpswap-mcp) - Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading. - [kukapay/raydium-launchlab-mcp](https://github.com/kukapay/raydium-launchlab-mcp) - An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab). - [kukapay/rug-check-mcp](https://github.com/kukapay/rug-check-mcp) - An MCP server that detects potential risks in Solana meme tokens. - [kukapay/sui-trader-mcp](https://github.com/kukapay/sui-trader-mcp) - An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain. - [kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp) - An MCP server that powers AI agents with indexed blockchain data from The Graph. - [kukapay/token-minter-mcp](https://github.com/kukapay/token-minter-mcp) - An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains. - [kukapay/token-revoke-mcp](https://github.com/kukapay/token-revoke-mcp) - An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains. - [kukapay/twitter-username-changes-mcp](https://github.com/kukapay/twitter-username-changes-mcp) - An MCP server that tracks the historical changes of Twitter usernames. - [kukapay/uniswap-poolspy-mcp](https://github.com/kukapay/uniswap-poolspy-mcp) - An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains. - [kukapay/uniswap-price-mcp](https://github.com/kukapay/uniswap-price-mcp) - An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains. - [kukapay/uniswap-trader-mcp](https://github.com/kukapay/uniswap-trader-mcp) - An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains. - [kukapay/wallet-inspector-mcp](https://github.com/kukapay/wallet-inspector-mcp) - An MCP server that empowers AI agents to inspect any wallets balance and onchain activity across major EVM chains and Solana chain. - [kukapay/web3-jobs-mcp](https://github.com/kukapay/web3-jobs-mcp) - An MCP server that provides AI agents with real-time access to curated Web3 jobs. - [kukapay/whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp) - A mcp server for tracking cryptocurrency whale transactions. - [laukikk/alpaca-mcp](https://github.com/laukikk/alpaca-mcp) - An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data. - [logotype/fixparser](https://gitlab.com/logotype/fixparser) - FIX Protocol (send orders, market data, etc.) written in TypeScript. - [longportapp/openapi](https://github.com/longportapp/openapi/tree/main/mcp) - - LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP. - [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution. - [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server) - Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers. - [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) - A ledger-cli integration for managing financial transactions and generating reports. - [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) - An MCP server that uses yfinance to obtain information from Yahoo Finance. - [OctagonAI/octagon-mcp-server](https://github.com/OctagonAI/octagon-mcp-server) - Octagon AI Agents to integrate private and public market data - [openMF/mcp-mifosx](https://github.com/openMF/mcp-mifosx) - A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports. - [polygon-io/mcp_polygon)](https://github.com/polygon-io/mcp_polygon)) - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more. - [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) - Bitget API to fetch cryptocurrency price. - [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys - [QuentinCody/braintree-mcp-server](https://github.com/QuentinCody/braintree-mcp-server) - Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely. - [RomThpt/xrpl-mcp-server](https://github.com/RomThpt/mcp-xrpl) - 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. - [SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git) - An MCP tool that provides cryptocurrency market data using the CoinGecko API. - [SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) - An MCP tool that provides stock market data and analysis using the Yahoo Finance API. - [shareseer/shareseer-mcp-server](https://github.com/shareseer/shareseer-mcp-server) - MCP to Access SEC filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com) - [ThomasMarches/substrate-mcp-rs](https://github.com/ThomasMarches/substrate-mcp-rs) - An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate. - [tooyipjee/yahoofinance-mcp](https://github.com/tooyipjee/yahoofinance-mcp.git) - TS version of yahoo finance mcp. - [Trade-Agent/trade-agent-mcp](https://github.com/Trade-Agent/trade-agent-mcp.git) - Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server. - [twelvedata/mcp](https://github.com/twelvedata/mcp) - Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents. - [wowinter13/solscan-mcp](https://github.com/wowinter13/solscan-mcp) - An MCP tool for querying Solana transactions using natural language with Solscan API. - [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) - An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry. - [XeroAPI/xero-mcp-server](https://github.com/XeroAPI/xero-mcp-server) An MCP server that integrates with Xero's API, allowing for standardized access to Xero's accounting and business features. - [zlinzzzz/finData-mcp-server](https://github.com/zlinzzzz/finData-mcp-server) - An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare. - [zolo-ryan/MarketAuxMcpServer](https://github.com/Zolo-Ryan/MarketAuxMcpServer) - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges. - [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) # - MCP Server for Unity3d Game Engine integration for game development - [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) - A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects. - [ddsky/gamebrain-api-clients](https://github.com/ddsky/gamebrain-api-clients) - Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api). - [IvanMurzak/Unity-MCP](https://github.com/IvanMurzak/Unity-MCP) # - MCP Server for Unity Editor and for a game made with Unity - [jiayao/mcp-chess](https://github.com/jiayao/mcp-chess) - A MCP server playing chess against LLMs. - [kkjdaniel/bgg-mcp](https://github.com/kkjdaniel/bgg-mcp) - An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2). - [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) - 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. - [pab1ito/chess-mcp](https://github.com/pab1it0/chess-mcp) - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information. - [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) - An MCP server for real-time Fantasy Premier League data and analysis tools. - [sonirico/mpc-stockfish](https://github.com/sonirico/mcp-stockfish) - MCP server connecting AI systems to Stockfish chess engine. - [stefan-xyz/mcp-server-runescape](https://github.com/stefan-xyz/mcp-server-runescape) - An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more. - [tomholford/mcp-tic-tac-toe](https://github.com/tomholford/mcp-tic-tac-toe) - Play Tic Tac Toe against an AI opponent using this MCP server. - [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content - [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) - 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 - [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts. - [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) - Enhanced graph-based memory with a focus on AI role-play and story generation - [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) - 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. - [GistPad-MCP](https://github.com/lostintangent/gistpad-mcp) - 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). - [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) - 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. - [hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) - 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 - [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) - 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. - [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) - A connector for LLMs to work with collections and sources on your Zotero Cloud - [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) - 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 - [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) - Knowledge graph-based persistent memory system for maintaining context - [MWGMorningwood/Central-Memory-MCP](https://github.com/MWGMorningwood/Central-Memory-MCP) - An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage. - [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) - Connects to your Pinecone Assistant and gives the agent context from its knowledge engine. - [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more. - [TechDocsStudio/biel-mcp](https://github.com/TechDocsStudio/biel-mcp) - 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. - [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources - [unibaseio/membase-mcp](https://github.com/unibaseio/membase-mcp) - Save and query your agent memory in distributed way by Membase - [upstash/context7](https://github.com/upstash/context7) - Up-to-date code documentation for LLMs and AI code editors. - [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) - IP address geolocation and network information using IPInfo API - [devilcoder01/weather-mcp-server](https://github.com/devilcoder01/weather-mcp-server) - Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions. - [ip2location/mcp-ip2location-io](https://github.com/ip2location/mcp-ip2location-io) - Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API. - [ipfind/ipfind-mcp-server](https://github.com/ipfind/ipfind-mcp-server) - IP Address location service using the [IP Find](https://ipfind.com) API - [ipfred/aiwen-mcp-server-geoip](https://github.com/ipfred/aiwen-mcp-server-geoip) MCP Server for the Aiwen IP Location, Get user network IP location, get IP details (country, province, city, lat, lon, ISP, owner, etc.) - [iplocate/mcp-server-iplocate](https://github.com/iplocate/mcp-server-iplocate) - Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io - [jagan-shanmugam/open-streetmap-mcp](https://github.com/jagan-shanmugam/open-streetmap-mcp) - An OpenStreetMap MCP server with location-based services and geospatial data. - [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) - An MCP server for nearby place searches with IP-based location detection. - [mahdin75/geoserver-mcp](https://github.com/mahdin75/geoserver-mcp) A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API, enabling AI assistants to interact with geospatial data and services. - [mahdin75/gis-mcp](https://github.com/mahdin75/gis-mcp) A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform accurate geospatial operations and transformations. - [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) - Google Maps integration for location services, routing, and place details - [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more. - [rossshannon/Weekly-Weather-mcp](https://github.com/rossshannon/weekly-weather-mcp.git) - Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world. - [SaintDoresh/Weather-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git) - An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API. - [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) - Access the time in any timezone and get the current local time - [stadiamaps/stadiamaps-mcp-server-ts](https://github.com/stadiamaps/stadiamaps-mcp-server-ts) - A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geocoding, find time zones, create routes and static maps - [TimLukaHorstmann/mcp-weather](https://github.com/TimLukaHorstmann/mcp-weather) - Accurate weather forecasts via the AccuWeather API (free tier available). - [trackmage/trackmage-mcp-server](https://github.com/trackmage/trackmage-mcp-server) - Shipment tracking api and logistics management capabilities through the [TrackMage API] (https://trackmage.com/) - [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) - Geocoding MCP server for nominatim, ArcGIS, Bing - [gomarble-ai/facebook-ads-mcp-server](https://github.com/gomarble-ai/facebook-ads-mcp-server) - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features. - [gomarble-ai/google-ads-mcp-server](https://github.com/gomarble-ai/google-ads-mcp-server) - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features. - [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) - Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations. - [open-strategy-partners/osp_marketing_tools](https://github.com/open-strategy-partners/osp_marketing_tools) - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation. - [pipeboard-co/meta-ads-mcp](https://github.com/pipeboard-co/meta-ads-mcp) - Enables AI agents to monitor and optimize Meta ad performance, analyze campaign metrics, adjust audience targeting, manage creative assets, and make data-driven recommendations for ad spend and campaign settings through seamless Graph API integration. - [stape-io/stape-mcp-server](https://github.com/stape-io/stape-mcp-server) This project implements an MCP (Model Context Protocol) server for the Stape platform. It allows interaction with the Stape API using AI assistants like Claude or AI-powered IDEs like Cursor. - [stape-io/google-tag-manager-mcp-server](https://github.com/stape-io/google-tag-manager-mcp-server) This server supports remote MCP connections, includes built-in Google OAuth, and provide an interface to the Google Tag Manager API. - [edgedelta/edgedelta-mcp-server](https://github.com/edgedelta/edgedelta-mcp-server) Interact with Edge Delta anomalies, query logs / patterns / events, and pinpoint root causes and optimize your pipelines. - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) - Search dashboards, investigate incidents and query datasources in your Grafana instance - [hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp) - Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities - [inventer-dev/mcp-internet-speed-test](https://github.com/inventer-dev/mcp-internet-speed-test) - Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping - [last9/last9-mcp-server](https://github.com/last9/last9-mcp-server) - Seamlessly bring real-time production contextlogs, metrics, and tracesinto your local environment to auto-fix code faster - [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) - Query and interact with kubernetes environments monitored by Metoro - [MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) - Raygun API V3 integration for crash reporting and real user monitoring - [modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) - Sentry.io integration for error tracking and performance monitoring - [mpeirone/zabbix-mcp-server](https://github.com/mpeirone/zabbix-mcp-server) - Zabbix integration for hosts, items, triggers, templates, problems, data and more. - [netdata/netdata#Netdata](https://github.com/netdata/netdata/blob/master/src/web/mcp/README.md) - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections - [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) - Provides access to OpenTelemetry traces and metrics through Logfire - [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) - 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 CPUMemoryDiskNetworkHostProcess - [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) - An MCP server that allows querying Loki logs through the Grafana API. - [VictoriaMetrics-Community/mcp-victoriametrics](https://github.com/VictoriaMetrics-Community/mcp-victoriametrics) - 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 - [imprvhub/mcp-status-observer](https://github.com/imprvhub/mcp-status-observer) - Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop. - [inspektor-gadget/ig-mcp-server](https://github.com/inspektor-gadget/ig-mcp-server) - Debug your Container and Kubernetes workloads with an AI interface powered by eBPF. - [ananddtyagi/gif-creator-mcp](https://github.com/ananddtyagi/gif-creator-mcp/tree/main) - A MCP server for creating GIFs from your videos. - [bogdan01m/zapcap-mcp-server](https://github.com/bogdan01m/zapcap-mcp-server) - MCP server for ZapCap API providing video caption and B-roll generation via natural language - [stass/exif-mcp](https://github.com/stass/exif-mcp) - 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. - [sunriseapps/imagesorcery-mcp](https://github.com/sunriseapps/imagesorcery-mcp) - ComputerVision-based sorcery of image recognition and editing tools for AI assistants. - [video-creator/ffmpeg-mcp](https://github.com/video-creator/ffmpeg-mcp.git) - 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 - [vectara/vectara-mcp](https://github.com/vectara/vectara-mcp) - An MCP server for accessing Vectara's trusted RAG-as-a-service platform. - [0xdaef0f/job-searchoor](https://github.com/0xDAEF0F/job-searchoor) - An MCP server for searching job listings with filters for date, keywords, remote work options, and more. - [Aas-ee/open-webSearch](https://github.com/Aas-ee/open-webSearch) - Web search using free multi-engine search (NO API KEYS REQUIRED) Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN. - [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) - Kagi search API integration - [adawalli/nexus](https://github.com/adawalli/nexus) - AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX. - [ananddtyagi/webpage-screenshot-mcp](https://github.com/ananddtyagi/webpage-screenshot-mcp) - A MCP server for taking screenshots of webpages to use as feedback during UI developement. - [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - MCP for LLM to search and read papers from arXiv - [andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed) - MCP to search and read medical / life sciences papers from PubMed. - [angheljf/nyt](https://github.com/angheljf/nyt) - Search articles using the NYTimes API - [apify/mcp-server-rag-web-browser](https://github.com/apify/mcp-server-rag-web-browser) - An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown. - [Bigsy/Clojars-MCP-Server](https://github.com/Bigsy/Clojars-MCP-Server) - Clojars MCP Server for upto date dependency information of Clojure libraries - [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) - Search ArXiv research papers - [chanmeng/google-news-mcp-server](https://github.com/ChanMeng666/server-google-news) - 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/). - [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) - This is a Python-based MCP server that provides OpenAI `web_search` build-in tool. - [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) - Enable fast, free real-time web search and access premium data from trusted media brandsnews, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier. - [deadletterq/mcp-opennutrition](https://github.com/deadletterq/mcp-opennutrition) - Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database. - [dealx/mcp-server](https://github.com/DealExpress/mcp-server) - MCP Server for DealX platform - [devflowinc/trieve](https://github.com/devflowinc/trieve/tree/main/clients/mcp-server) - Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai) - [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) - Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/) - [emicklei/melrose-mcp](https://github.com/emicklei/melrose-mcp) - Plays [Melrse](https://melrse.org) music expressions as MIDI - [erithwik/mcp-hn](https://github.com/erithwik/mcp-hn) - An MCP server to search Hacker News, get top stories, and more. - [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way. - [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) - Search via search1api (requires paid API key) - [format37/youtube_mcp](https://github.com/format37/youtube_mcp) MCP server that transcribes YouTube videos to text. Uses yt-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. - [genomoncology/biomcp](https://github.com/genomoncology/biomcp) - Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info. - [hbg/mcp-paperswithcode](https://github.com/hbg/mcp-paperswithcode) - MCP to search through PapersWithCode API - [hellokaton/unsplash-mcp-server](https://github.com/hellokaton/unsplash-mcp-server)) - A MCP server for Unsplash image search. - [Himalayas-App/himalayas-mcp](https://github.com/Himalayas-App/himalayas-mcp) - Access tens of thousands of remote job listings and company information. This public MCP server provides real-time access to Himalayas' remote jobs database. - [Ihor-Sokoliuk/MCP-SearXNG](https://github.com/ihor-sokoliuk/mcp-searxng) / - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org) - [isnow890/naver-search-mcp](https://github.com/isnow890/naver-search-mcp) - MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features. - [jae-jae/fetcher-mcp](https://github.com/jae-jae/fetcher-mcp) - MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format. - [jae-jae/g-search-mcp](https://github.com/jae-jae/g-search-mcp) - A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously. - [joelio/stocky](https://github.com/joelio/stocky) - 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. - [just-every/mcp-read-website-fast](https://github.com/just-every/mcp-read-website-fast) - 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. - [just-every/mcp-screenshot-website-fast](https://github.com/just-every/mcp-screenshot-website-fast) - 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. - [kagisearch/kagimcp](https://github.com/kagisearch/kagimcp) Official Kagi Search MCP Server - [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) Tavily AI search API - [leehanchung/bing-search-mcp](https://github.com/leehanchung/bing-search-mcp) - Web search capabilities using Microsoft Bing Search API - [lfnovo/content-core](https://github.com/lfnovo/content-core) - 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. - [luminati-io/brightdata-mcp](https://github.com/luminati-io/brightdata-mcp) -Discover, extract, and interact with the web - one interface powering automated access across the public internet. - [mikechao/brave-search-mcp](https://github.com/mikechao/brave-search-mcp) - Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API - [modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) - Web search capabilities using Brave's Search API - [modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) - Efficient web content fetching and processing for AI consumption - [mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch) - Search Google and do deep web research on any topic - [nickclyde/duckduckgo-mcp-server](https://github.com/nickclyde/duckduckgo-mcp-server) - Web search using DuckDuckGo - [nkapila6/mcp-local-rag](https://github.com/nkapila6/mcp-local-rag) - "primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed. - [nyxn-ai/NyxDocs](https://github.com/nyxn-ai/NyxDocs) - Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana). - [OctagonAI/octagon-deep-research-mcp](https://github.com/OctagonAI/octagon-deep-research-mcp) - Lightning-Fast, High-Accuracy Deep Research Agent - [pragmar/mcp-server-webcrawl](https://github.com/pragmar/mcp-server-webcrawl) - Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers. - [QuentinCody/catalysishub-mcp-server](https://github.com/QuentinCody/catalysishub-mcp-server) - Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data. - [r-huijts/opentk-mcp](https://github.com/r-huijts/opentk-mcp) - Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert) - [reading-plus-ai/mcp-server-deep-research](https://github.com/reading-plus-ai/mcp-server-deep-research) - MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting. - [ricocf/mcp-wolframalpha](https://github.com/ricocf/mcp-wolframalpha) - An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data. - [sascharo/gxtract](https://github.com/sascharo/gxtract) - 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. - [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) - 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. - [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) - An MCP Server to connect to searXNG instances - [takashiishida/arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp) - Get the LaTeX source of arXiv papers to handle mathematical content and equations - [the0807/GeekNews-MCP-Server](https://github.com/the0807/GeekNews-MCP-Server) - An MCP Server that retrieves and processes news data from the GeekNews site. - [tianqitang1/enrichr-mcp-server](https://github.com/tianqitang1/enrichr-mcp-server) - A MCP server that provides gene set enrichment analysis using the Enrichr API - [tinyfish-io/agentql-mcp](https://github.com/tinyfish-io/agentql-mcp) - MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities. - [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) Tavily AI search API - [vectorize-io/vectorize-mcp-server](https://github.com/vectorize-io/vectorize-mcp-server/) - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. - [vitorpavinato/ncbi-mcp-server](https://github.com/vitorpavinato/ncbi-mcp-server) - 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. - [webscraping-ai/webscraping-ai-mcp-server](https://github.com/webscraping-ai/webscraping-ai-mcp-server) - Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping. - [yamanoku/baseline-mcp-server](https://github.com/yamanoku/baseline-mcp-server) - MCP server that searches Baseline status using Web Platform API - [zhsama/duckduckgo-mcp-server](https://github.com/zhsama/duckduckgo-mpc-server/) - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality. - [zoomeye-ai/mcp_zoomeye](https://github.com/zoomeye-ai/mcp_zoomeye) - Querying network asset information by ZoomEye MCP Server - [Pearch-ai/mcp_pearch](https://github.com/Pearch-ai/mcp_pearch) - Best people search engine that reduces the time spent on talent discovery - [imprvhub/mcp-domain-availability](https://github.com/imprvhub/mcp-domain-availability) - 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. - [imprvhub/mcp-claude-hackernews](https://github.com/imprvhub/mcp-claude-hackernews) - An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP). - [imprvhub/mcp-rss-aggregator](https://github.com/imprvhub/mcp-rss-aggregator) - Model Context Protocol Server for aggregating RSS feeds in Claude Desktop. - [13bm/GhidraMCP](https://github.com/13bm/GhidraMCP) - 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. - [AIM-Intelligence/AIM-Guard-MCP](https://github.com/AIM-Intelligence/AIM-MCP) - Security-focused MCP server that provides safety guidelines and content analysis for AI agents. - [atomicchonk/roadrecon_mcp_server](https://github.com/atomicchonk/roadrecon_mcp_server) MCP server for analyzing ROADrecon gather results from Azure tenant enumeration - [BurtTheCoder/mcp-dnstwist](https://github.com/BurtTheCoder/mcp-dnstwist) - MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage. - [BurtTheCoder/mcp-maigret](https://github.com/BurtTheCoder/mcp-maigret) - 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. - [BurtTheCoder/mcp-shodan](https://github.com/BurtTheCoder/mcp-shodan) - 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. - [BurtTheCoder/mcp-virustotal](https://github.com/BurtTheCoder/mcp-virustotal) - MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports. - [co-browser/attestable-mcp-server](https://github.com/co-browser/attestable-mcp-server) - 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. - [dkvdm/onepassword-mcp-server](https://github.com/dkvdm/onepassword-mcp-server) - An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI. - [firstorderai/authenticator_mcp](https://github.com/firstorderai/authenticator_mcp) A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App. - [fosdickio/binary_ninja_mcp](https://github.com/fosdickio/binary_ninja_mcp) - 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. - [fr0gger/MCP_Security](https://github.com/fr0gger/MCP_Security) - MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources. - [Gaffx/volatility-mcp](https://github.com/Gaffx/volatility-mcp) - 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. - [gbrigandi/mcp-server-cortex](https://github.com/gbrigandi/mcp-server-cortex) - A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI. - [gbrigandi/mcp-server-thehive](https://github.com/gbrigandi/mcp-server-thehive) - A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI. - [gbrigandi/mcp-server-wazuh](https://github.com/gbrigandi/mcp-server-wazuh) - A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding. - [hieutran/entraid-mcp-server](https://github.com/hieuttmmo/entraid-mcp-server) - A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK. - [intruder-io/intruder-mcp](https://github.com/intruder-io/intruder-mcp) - MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure. - [jtang613/GhidrAssistMCP](https://github.com/jtang613/GhidrAssistMCP) - A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies. - [jyjune/mcp_vms](https://github.com/jyjune/mcp_vms) - 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. - [LaurieWired/GhidraMCP](https://github.com/LaurieWired/GhidraMCP) - 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. - [mobb-dev/mobb-vibe-shield-mcp](https://github.com/mobb-dev/bugsy?tab=readme-ov-file#model-context-protocol-mcp-server) - [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. - [mrexodia/ida-pro-mcp](https://github.com/mrexodia/ida-pro-mcp) - 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. - [nickpending/mcp-recon](https://github.com/nickpending/mcp-recon) - 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. - [panther-labs/mcp-panther](https://github.com/panther-labs/mcp-panther) - MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts. - [pullkitsan/mobsf-mcp-server](https://github.com/pullkitsan/mobsf-mcp-server) - A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application. - [qianniuspace/mcp-security-audit](https://github.com/qianniuspace/mcp-security-audit) A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks. - [rad-security/mcp-server](https://github.com/rad-security/mcp-server) - 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. - [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and productget CVE per CVE-IDget the last updated CVEs. - [safedep/vet](https://github.com/safedep/vet/blob/main/docs/mcp.md) - vet-mcp checks open source packageslike those suggested by AI coding toolsfor vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting. - [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants. - [securityfortech/secops-mcp](https://github.com/securityfortech/secops-mcp) - 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. - [semgrep/mcp](https://github.com/semgrep/mcp) Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev). - [slouchd/cyberchef-api-mcp-server](https://github.com/slouchd/cyberchef-api-mcp-server) - MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations. - [StacklokLabs/osv-mcp](https://github.com/StacklokLabs/osv-mcp) - 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. - [vespo92/OPNSenseMCP](https://github.com/vespo92/OPNSenseMCP) - MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language - [zinja-coder/apktool-mcp-server](https://github.com/zinja-coder/apktool-mcp-server) - APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs. - [zinja-coder/jadx-ai-mcp](https://github.com/zinja-coder/jadx-ai-mcp) - 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. - [anwerj/youtube-uploader-mcp](https://github.com/anwerj/youtube-uploader-mcp) - AIpowered YouTube uploaderno CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities. - [gwbischof/bluesky-social-mcp](https://github.com/gwbischof/bluesky-social-mcp) - An MCP server for interacting with Bluesky via the atproto client. - [HagaiHen/facebook-mcp-server](https://github.com/HagaiHen/facebook-mcp-server) - Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management. - [kunallunia/twitter-mcp](https://github.com/LuniaKunal/mcp-twitter) - 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. - [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering. - [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) - MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments. - [guillochon/mlb-api-mcp](https://github.com/guillochon/mlb-api-mcp) - MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information. - [mikechao/balldontlie-mcp](https://github.com/mikechao/balldontlie-mcp) - MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB - [r-huijts/firstcycling-mcp](https://github.com/r-huijts/firstcycling-mcp) - Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com. - [r-huijts/strava-mcp](https://github.com/r-huijts/strava-mcp) - A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs - [RobSpectre/mvf1](https://github.com/RobSpectre/mvf1) - MCP server that controls [MultiViewer](https://multiviewer.app), an app for watching motorsports like Formula 1, World Endurance Championship, IndyCar and others. - [willvelida/mcp-afl-server](https://github.com/willvelida/mcp-afl-server) - MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings. - [cloudbet/sports-mcp-server](https://github.com/cloudbet/sports-mcp-server) Access structured sports data via the Cloudbet API. Query upcoming events, live odds, stake limits, and market info across soccer, basketball, tennis, esports, and more. - [aikts/yandex-tracker-mcp](https://github.com/aikts/yandex-tracker-mcp) - MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users. - [effytech/freshdesk-mcp](https://github.com/effytech/freshdesk_mcp) - MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations. - [incentivai/quickchat-ai-mcp](https://github.com/incentivai/quickchat-ai-mcp) - Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities. - [nguyenvanduocit/jira-mcp](https://github.com/nguyenvanduocit/jira-mcp) - 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. - [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) - 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. - [tom28881/mcp-jira-server](https://github.com/tom28881/mcp-jira-server) - Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete project management workflow: issue CRUD, sprint management, comments/history, attachments, batch operations. - [mmntm/weblate-mcp](https://github.com/mmntm/weblate-mcp) - 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. - [translated/lara-mcp](https://github.com/translated/lara-mcp) - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations. - [daisys-ai/daisys-mcp](https://github.com/daisys-ai/daisys-mcp) - 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. - [mbailey/voice-mcp](https://github.com/mbailey/voice-mcp) - 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 - [mberg/kokoro-tts-mcp](https://github.com/mberg/kokoro-tts-mcp) - 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. - [campertunity/mcp-server](https://github.com/campertunity/mcp-server) - Search campgrounds around the world on campertunity, check availability, and provide booking links - [cobanov/teslamate-mcp](https://github.com/cobanov/teslamate-mcp) - A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics. - [KyrieTangSheng/mcp-server-nationalparks](https://github.com/KyrieTangSheng/mcp-server-nationalparks) - National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks - [lucygoodchild/mcp-national-rail](https://github.com/lucygoodchild/mcp-national-rail) - An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API - [openbnb-org/mcp-server-airbnb](https://github.com/openbnb-org/mcp-server-airbnb) - Provides tools to search Airbnb and get listing details. - [pab1it0/tripadvisor-mcp](https://github.com/pab1it0/tripadvisor-mcp) - A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces - [r-huijts/ns-mcp-server](https://github.com/r-huijts/ns-mcp-server) - Access Dutch Railways (NS) travel information, schedules, and real-time updates - [skedgo/tripgo-mcp-server](https://github.com/skedgo/tripgo-mcp-server) - Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information. - [srinath1510/alltrails-mcp-server](https://github.com/srinath1510/alltrails-mcp-server) - A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information - [adhikasp/mcp-git-ingest](https://github.com/adhikasp/mcp-git-ingest) - Read and analyze GitHub repositories with your LLM - [ddukbg/github-enterprise-mcp](https://github.com/ddukbg/github-enterprise-mcp) - MCP server for GitHub Enterprise API integration - [gitea/gitea-mcp](https://gitea.com/gitea/gitea-mcp) - Interactive with Gitea instances with MCP. - [github/github-mcp-server](https://github.com/github/github-mcp-server) - Official GitHub server for integration with repository management, PRs, issues, and more. - [kaiyuanxiaobing/atomgit-mcp-server](https://github.com/kaiyuanxiaobing/atomgit-mcp-server) - Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more. - [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) - Interact seamlessly with issues and merge requests of your GitLab projects. - [modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) - Direct Git repository operations including reading, searching, and analyzing local repositories - [modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) - GitLab platform integration for project management and CI/CD operations - [QuentinCody/github-graphql-mcp-server](https://github.com/QuentinCody/github-graphql-mcp-server) - 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. - [Tiberriver256/mcp-server-azure-devops](https://github.com/Tiberriver256/mcp-server-azure-devops) - Azure DevOps integration for repository management, work items, and pipelines. - [bivex/kanboard-mcp](https://github.com/bivex/kanboard-mcp) - 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. - [giuseppe-coco/Google-Workspace-MCP-Server](https://github.com/giuseppe-coco/Google-Workspace-MCP-Server) - MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on. - [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - Integration with gmail and Google Calendar. - [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) - An MCP server to interface with the Google Calendar API. Based on TypeScript. - [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) - 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. - [2niuhe/plantuml_web](https://github.com/2niuhe/plantuml_web) - A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation. - [2niuhe/qrcode_mcp](https://github.com/2niuhe/qrcode_mcp) - A QR code generation MCP server that converts any text (including Chinese characters) to QR codes with customizable colors and base64 encoding output. - [AbdelStark/bitcoin-mcp](https://github.com/AbdelStark/bitcoin-mcp) - 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. - [akseyh/bear-mcp-server](https://github.com/akseyh/bear-mcp-server) - Allows the AI to read from your Bear Notes (macOS only) - [allenporter/mcp-server-home-assistant](https://github.com/allenporter/mcp-server-home-assistant) - Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control. - [altinoren/utopia](https://github.com/altinoren/Utopia) # - MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities. - [Amazon Bedrock Nova Canvas](https://github.com/zxkane/mcp-server-amazon-bedrock) - Use Amazon Nova Canvas model for image generation. - [amidabuddha/unichat-mcp-server](https://github.com/amidabuddha/unichat-mcp-server) / - Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required - [anaisbetts/mcp-installer](https://github.com/anaisbetts/mcp-installer) - An MCP server that installs other MCP servers for you. - [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) - Fetch YouTube subtitles - [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant) - [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) - An MCP server that allows checking local time on the client machine or current UTC time from an NTP server - [apify/actors-mcp-server](https://github.com/apify/actors-mcp-server) - Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more - [apinetwork/piapi-mcp-server](https://github.com/apinetwork/piapi-mcp-server) PiAPI MCP server makes users able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps. - [awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) - Provides the ability to generate images via Replicate's API. - [awwaiid/mcp-server-taskwarrior](https://github.com/awwaiid/mcp-server-taskwarrior) - An MCP server for basic local taskwarrior usage (add, update, remove tasks) - [Azure/azure-mcp](https://github.com/Azure/azure-mcp) - Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor. - [Badhansen/notion-mcp](https://github.com/Badhansen/notion-mcp) - A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently. - [ankitmalik84/notion-mcp-server](https://github.com/ankitmalik84/Agentic_Longterm_Memory/tree/main/src/notion_mcp_server) - A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-readyfeature. - [bart6114/my-bear-mcp-server](https://github.com/bart6114/my-bear-mcp-server/) - Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb. - [billster45/mcp-chatgpt-responses](https://github.com/billster45/mcp-chatgpt-responses) - MCP server for Claude to talk to ChatGPT and use its web search capability. - [blurrah/mcp-graphql](https://github.com/blurrah/mcp-graphql) - Allows the AI to query GraphQL servers - [boldsign/boldsign-mcp](https://github.com/boldsign/boldsign-mcp) - Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/). - [brianxiadong/ones-wiki-mcp-server](https://github.com/brianxiadong/ones-wiki-mcp-server) / - A Spring AI MCP-based service for retrieving ONES Waiki content and converting it to AI-friendly text format. - [calclavia/mcp-obsidian](https://github.com/calclavia/mcp-obsidian) - 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). - [caol64/wenyan-mcp](https://github.com/caol64/wenyan-mcp) - Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH. - [chrishayuk/mcp-cli](https://github.com/chrishayuk/mcp-cli) - Yet another CLI tool for testing MCP servers - [danhilse/notion_mcp](https://github.com/danhilse/notion_mcp) - Integrates with Notion's API to manage personal todo lists - [danielkennedy1/pdf-tools-mcp](https://github.com/danielkennedy1/pdf-tools-mcp) - PDF download, view & manipulation utilities. - [dotemacs/domain-lookup-mcp](https://github.com/dotemacs/domain-lookup-mcp) - 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) - [ekkyarmandi/ticktick-mcp](https://github.com/ekkyarmandi/ticktick-mcp) - [TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks. - [emicklei/mcp-log-proxy](https://github.com/emicklei/mcp-log-proxy) - MCP server proxy that offers a Web UI to the full message flow - [esignaturescom/mcp-server-esignatures](https://github.com/esignaturescom/mcp-server-esignatures) - Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API. - [evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) - Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads. - [evalstate/mcp-miro](https://github.com/evalstate/mcp-miro) - Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API. - [feuerdev/keep-mcp](https://github.com/feuerdev/keep-mcp) - Read, create, update and delete Google Keep notes. - [fotoetienne/gqai](https://github.com/fotoetienne/gqai) - Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you. - [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) - Wikipedia Article lookup API - [githejie/mcp-server-calculator](https://github.com/githejie/mcp-server-calculator) - This server enables LLMs to use calculator for precise numerical calculations - [gotoolkits/DifyWorkflow](https://github.com/gotoolkits/mcp-difyworkflow-server) - Tools to the query and execute of Dify workflows - [growilabs/growi-mcp-server](https://github.com/growilabs/growi-mcp-server) - Official MCP Server to integrate with GROWI APIs. - [gwbischof/free-will-mcp](https://github.com/gwbischof/free-will-mcp) - 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. - [Harry-027/JotDown](https://github.com/Harry-027/JotDown) - An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content. - [HenryHaoson/Yuque-MCP-Server](https://github.com/HenryHaoson/Yuque-MCP-Server) - 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. - [hiromitsusasaki/raindrop-io-mcp-server](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). - [hmk/attio-mcp-server](https://github.com/hmk/attio-mcp-server) - Allows AI clients to manage records and notes in Attio CRM - [MonadsAG/capsulecrm-mcp](https://github.com/MonadsAG/capsulecrm-mcp) - Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file - [integromat/make-mcp-server](https://github.com/integromat/make-mcp-server) - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. - [isaacwasserman/mcp-vegalite-server](https://github.com/isaacwasserman/mcp-vegalite-server) - Generate visualizations from fetched data using the VegaLite format and renderer. - [ivnvxd/mcp-server-odoo](https://github.com/ivnvxd/mcp-server-odoo) / - Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation. - [ivo-toby/contentful-mcp](https://github.com/ivo-toby/contentful-mcp) - Update, create, delete content, content-models and assets in your Contentful Space - [j3k0/speech.sh](https://github.com/j3k0/speech.sh/blob/main/MCP_README.md) - Let the agent speak things out loud, notify you when he's done working with a quick summary - [jagan-shanmugam/climatiq-mcp-server](https://github.com/jagan-shanmugam/climatiq-mcp-server) - 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. - [jen6/ticktick-mcp](https://github.com/jen6/ticktick-mcp) - [TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py library, it offers significantly improved filtering capabilities. - [jimfilippou/things-mcp](https://github.com/jimfilippou/things-mcp) - 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. - [johannesbrandenburger/typst-mcp](https://github.com/johannesbrandenburger/typst-mcp) - 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. - [joshuarileydev/mac-apps-launcher-mcp-server](https://github.com/JoshuaRileyDev/mac-apps-launcher) - An MCP server to list and launch applications on MacOS - [k-jarzyna/mcp-miro](https://github.com/k-jarzyna/mcp-miro) - Miro MCP server, exposing all functionalities available in official Miro SDK - [kelvin6365/plane-mcp-server](https://github.com/kelvin6365/plane-mcp-server) - This MCP Server will help you to manage projects and issues through [Plane's](https://plane.so) API - [kenliao94/mcp-server-rabbitmq](https://github.com/kenliao94/mcp-server-rabbitmq) - Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ - [kimtth/mcp-remote-call-ping-pong](https://github.com/kimtth/mcp-remote-call-ping-pong) - An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls - [kiwamizamurai/mcp-kibela-server](https://github.com/kiwamizamurai/mcp-kibela-server) - Powerfully interact with Kibela API. - [kj455/mcp-kibela](https://github.com/kj455/mcp-kibela) - Allows AI models to interact with [Kibela](https://kibe.la/) - [Klavis-AI/YouTube](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/youtube) - Extract and convert YouTube video information. - [KS-GEN-AI/confluence-mcp-server](https://github.com/KS-GEN-AI/confluence-mcp-server) - Get Confluence data via CQL and read pages. - [KS-GEN-AI/jira-mcp-server](https://github.com/KS-GEN-AI/jira-mcp-server) - Read jira data via JQL and api and execute requests to create and edit tickets. - [kw510/strava-mcp](https://github.com/kw510/strava-mcp) - An MCP server for Strava, an app for tracking physical exercise - [louiscklaw/hko-mcp](https://github.com/louiscklaw/hko-mcp) - MCP server with basic demonstration of getting weather from Hong Kong Observatory - [magarcia/mcp-server-giphy](https://github.com/magarcia/mcp-server-giphy) - Search and retrieve GIFs from Giphy's vast library through the Giphy API. - [marcelmarais/Spotify](https://github.com/marcelmarais/spotify-mcp-server) - Control Spotify playback and manage playlists. - [MarkusPfundstein/mcp-obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) - Interacting with Obsidian via REST API - [mediar-ai/screenpipe](https://github.com/mediar-ai/screenpipe) - 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. - [modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) - MCP server that exercises all the features of the MCP protocol - [mrjoshuak/godoc-mcp](https://github.com/mrjoshuak/godoc-mcp) - Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files - [Mtehabsim/ScreenPilot](https://github.com/Mtehabsim/ScreenPilot) - enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation. - [mzxrai/mcp-openai](https://github.com/mzxrai/mcp-openai) - Chat with OpenAI's smartest models - [NakaokaRei/swift-mcp-gui](https://github.com/NakaokaRei/swift-mcp-gui.git) - MCP server that can execute commands such as keyboard input and mouse movement - [nguyenvanduocit/all-in-one-model-context-protocol](https://github.com/nguyenvanduocit/all-in-one-model-context-protocol) - 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 - [NON906/omniparser-autogui-mcp](https://github.com/NON906/omniparser-autogui-mcp) - Automatic operation of on-screen GUI. - [offorte/offorte-mcp-server](https://github.com/offorte/offorte-mcp-server) - The Offorte Proposal Software MCP server enables creation and sending of business proposals. - [olalonde/mcp-human](https://github.com/olalonde/mcp-human) - When your LLM needs human assistance (through AWS Mechanical Turk) - [orellazi/coda-mcp](https://github.com/orellazri/coda-mcp) - MCP server for [Coda](https://coda.io/) - [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) - Query OpenAI models directly from Claude using MCP protocol - [pskill9/hn-server](https://github.com/pskill9/hn-server) - Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs). - [PV-Bhat/vibe-check-mcp-server](https://github.com/PV-Bhat/vibe-check-mcp-server) - An MCP server that prevents cascading errors and scope creep by calling a "Vibe-check" agent to ensure user alignment. - [pwh-pwh/cal-mcp](https://github.com/pwh-pwh/cal-mcp) - An MCP server for Mathematical expression calculation - [pyroprompts/any-chat-completions-mcp](https://github.com/pyroprompts/any-chat-completions-mcp) - Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more - [quarkiverse/mcp-server-jfx](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx) - Draw on JavaFX canvas. - [QuentinCody/shopify-storefront-mcp-server](https://github.com/QuentinCody/shopify-storefront-mcp-server) - 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. - [r-huijts/ethics-check-mcp](https://github.com/r-huijts/ethics-check-mcp) - MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learning - [rae-api-com/rae-mcp](https://github.com/rae-api-com/rae-mcp) - MPC Server to connect your preferred model with https://rae-api.com, Roya Academy of Spanish Dictionary - [Rai220/think-mcp](https://github.com/Rai220/think-mcp) - 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). - [reeeeemo/ancestry-mcp](https://github.com/reeeeemo/ancestry-mcp) - Allows the AI to read .ged files and genetic data - [rember/rember-mcp](https://github.com/rember/rember-mcp) - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats. - [roychri/mcp-server-asana](https://github.com/roychri/mcp-server-asana) - 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. - [rusiaaman/wcgw](https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md) - Autonomous shell execution, computer control and coding agent. (Mac) - [inkbytefo/screenmonitormcp](https://github.com/inkbytefo/screenmonitormcp) - Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows. - [SecretiveShell/MCP-wolfram-alpha](https://github.com/SecretiveShell/MCP-wolfram-alpha) - An MCP server for querying wolfram alpha API. - [Seym0n/tiktok-mcp](https://github.com/Seym0n/tiktok-mcp) - Interact with TikTok videos - [Shopify/dev-mcp](https://github.com/Shopify/dev-mcp) - Model Context Protocol (MCP) server that interacts with Shopify Dev. - [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) - Allows the AI to read from your local Apple Notes database (macOS only) - [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) - 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. - [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) - Interacting with Notion API - [tacticlaunch/mcp-linear](https://github.com/tacticlaunch/mcp-linear) - Integrates with Linear project management system - [tanigami/mcp-server-perplexity](https://github.com/tanigami/mcp-server-perplexity) - Interacting with Perplexity API. - [tevonsb/homeassistant-mcp](https://github.com/tevonsb/homeassistant-mcp) - Access Home Assistant data and control devices (lights, switches, thermostats, etc). - [TheoBrigitte/mcp-time](https://github.com/TheoBrigitte/mcp-time) - MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities. - [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) - An MCP server for Oura, an app for tracking sleep - [tqiqbal/mcp-confluence-server](https://github.com/tqiqbal/mcp-confluence-server) - A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API. - [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) - Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop. - [tumf/web3-mcp](https://github.com/tumf/web3-mcp) - 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. - [ujisati/anki-mcp](https://github.com/ujisati/anki-mcp) - Manage your Anki collection with AnkiConnect & MCP - [UnitVectorY-Labs/mcp-graphql-forge](https://github.com/UnitVectorY-Labs/mcp-graphql-forge) - A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents. - [wanaku-ai/wanaku](https://github.com/wanaku-ai/wanaku) - 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. - [wong2/mcp-cli](https://github.com/wong2/mcp-cli) - CLI tool for testing MCP servers - [ws-mcp](https://github.com/nick1udwig/ws-mcp) - Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz)) - [yuna0x0/hackmd-mcp](https://github.com/yuna0x0/hackmd-mcp) - Allows AI models to interact with [HackMD](https://hackmd.io) - [ZeparHyfar/mcp-datetime](https://github.com/ZeparHyfar/mcp-datetime) - MCP server providing date and time functions in various formats - [zueai/mcp-manager](https://github.com/zueai/mcp-manager) - Simple Web UI to install and manage MCP servers for Claude Desktop App. - [imprvhub/mcp-claude-spotify](https://github.com/imprvhub/mcp-claude-spotify) - An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP). - [21st.dev Magic AI Agent MCP Server](catalog/21st-dev/magic-mcp/magic-mcp/README.md) - Magic Component Platform (MCP) is a powerful AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions. It integrates seamlessly with popular IDEs and provides a streamlined workflow for UI development. - [Apify MCP Server](catalog/apify/actors-mcp-server/actors-mcp-server/README.md) - Implementation of an MCP server for all [Apify Actors](https://apify.com/store). - [APIMatic Validator MCP Server](catalog/apimatic/apimatic-validator-mcp/apimatic-validator-mcp/README.md) - This repository provides a Model Context Protocol (MCP) Server for validating OpenAPI specifications using [APIMatic](https://www.apimatic.io/). The server processes OpenAPI files and returns validation summaries by leveraging APIMatics API. - [ Audiense Insights MCP Server](catalog/AudienseCo/mcp-audiense-insights/mcp-audiense-insights/README.md) - This server, based on the [Model Context Protocol (MCP)](https://github.com/modelcontextprotocol), allows Claude or any other MCP-compatible client to interact with your [Audiense Insights](https://www.audiense.com/) account. It extracts marketing insights and audience analysis from Audiense reports, covering demographic, cultural, influencer, and content engagement analysis. - [Axiom MCP Server](catalog/axiomhq/mcp-server-axiom/mcp-server-axiom/README.md) - A [Model Context Protocol](https://modelcontextprotocol.io/) server implementation for [Axiom](https://axiom.co) that enables AI agents to query your data using Axiom Processing Language (APL). - [Base MCP Server](catalog/base/base-mcp/base-mcp/README.md) - A Model Context Protocol (MCP) server that provides onchain tools for AI applications like Claude Desktop and Cursor, allowing them to interact with the Base Network and Coinbase API. - [Browserbase MCP Server](catalog/browserbase/mcp-server-browserbase/browserbase/README.md) - This server provides cloud browser automation capabilities using [Browserbase](https://www.browserbase.com/), [Puppeteer](https://pptr.dev/), and [Stagehand](https://github.com/browserbase/stagehand). This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a cloud browser environment. - [Chargebee MCP Server](catalog/chargebee/agentkit/modelcontextprotocol/README.md) - Model Context Protocol (MCP) is a [standardized protocol](https://modelcontextprotocol.io/introduction) designed to manage context between large language models (LLMs) and external systems. - [Chroma MCP Server](catalog/chroma-core/chroma-mcp/chroma-mcp/README.md) - This server provides data retrieval capabilities powered by Chroma, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, metadata filtering, and more. - [CircleCI MCP Server](catalog/CircleCI-Public/mcp-server-circleci/mcp-server-circleci/README.md) - Model Context Protocol (MCP) is a [new, standardized protocol](https://modelcontextprotocol.io/introduction) for managing context between large language models (LLMs) and external systems. In this repository, we provide an MCP Server for [CircleCI](https://circleci.com). - [Cloudflare MCP Server](catalog/cloudflare/mcp-server-cloudflare/mcp-server-cloudflare/README.md) - Model Context Protocol (MCP) is a [new, standardized protocol](https://modelcontextprotocol.io/introduction) for managing context between large language models (LLMs) and external systems. In this repository, we provide an installer as well as an MCP Server for [Cloudflare's API](https://api.cloudflare.com). - [Opik MCP Server](catalog/comet-ml/opik-mcp/opik-mcp/README.md) - Opik MCP Server is an open-source implementation of the Model Context Protocol for the Opik platform. It provides a unified interface for interacting with Opik's capabilities, supporting multiple transport mechanisms for flexible integration into various environments. - [DevHub CMS MCP Server](catalog/devhub/devhub-cms-mcp/devhub-cms-mcp/README.md) - A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) integration for managing content in the [DevHub CMS system](https://www.devhub.com/). - [Inbox Zero MCP Server](catalog/elie222/inbox-zero/mcp-server/README.md) - An MCP server to manage your inbox efficiently. Use it within Cursor, Windsurf, or Claude desktop to interact with your Inbox Zero personal assistant. - [Exa MCP Server](catalog/exa-labs/exa-mcp-server/exa-mcp-server/README.md) - A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way. - [GitHub MCP Server](catalog/github/github-mcp-server/github-mcp-server/README.md) - The GitHub MCP Server is a [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) - [gotoHuman MCP Server](catalog/gotohuman/gotohuman-mcp-server/gotohuman-mcp-server/README.md) - Let your AI agents ask for human reviews in gotoHuman via MCP. - [Graphlit MCP Server](catalog/graphlit/graphlit-mcp-server/graphlit-mcp-server/README.md) - Model Context Protocol (MCP) Server for Graphlit Platform - [Heroku MCP Server](catalog/heroku/heroku-mcp-server/heroku-mcp-server/README.md) - The Heroku Platform MCP Server works on Common Runtime, Cedar Private and Shield Spaces, and Fir Private Spaces. - [Hyperbrowser MCP Server](catalog/hyperbrowserai/mcp/mcp/README.md) - This is Hyperbrowser's Model Context Protocol (MCP) Server. It provides various tools to scrape, extract structured data, and crawl webpages. It also provides easy access to general purpose browser agents like OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use. - [Watsonx.ai Flows Engine MCP Server](catalog/IBM/wxflows/javascript/README.md) - Here's a step-by-step tutorial for setting up and deploying a project with wxflows, including installing necessary tools, deploying the app, and running it locally. - [Make MCP Server](catalog/integromat/make-mcp-server/make-mcp-server/README.md) - A Model Context Protocol server that enables Make scenarios to be utilized as tools by AI assistants. This integration allows AI systems to trigger and interact with your Make automation workflows. - [Dart MCP Server](catalog/its-dart/dart-mcp-server/dart-mcp-server/README.md) - Dart AI Model Context Protocol (MCP) server - [ForeverVM MCP Server](catalog/jamsocket/forevervm/mcp-server/README.md) - MCP Server for ForeverVM, enabling Claude to execute code in a Python REPL. - [Notion MCP Server](catalog/makenotion/notion-mcp-server/notion-mcp-server/README.md) - This project implements an [MCP server](https://spec.modelcontextprotocol.io/) for the [Notion API](https://developers.notion.com/reference/intro). - [Firecrawl MCP Server](catalog/mendableai/firecrawl-mcp-server/firecrawl-mcp-server/README.md) - A Model Context Protocol (MCP) server implementation that integrates with [Firecrawl](https://github.com/mendableai/firecrawl) for web scraping capabilities. - [Metoro MCP Server](catalog/metoro-io/metoro-mcp-server/metoro-mcp-server/README.md) - This repository contains th Metoro MCP (Model Context Protocol) Server. This MCP Server allows you to interact with your Kubernetes cluster via the Claude Desktop App! - [Playwright MCP Server](catalog/microsoft/playwright-mcp/playwright-mcp/README.md) - A Model Context Protocol (MCP) server that provides browser automation capabilities using [Playwright](https://playwright.dev). This server enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models. - [Needle MCP Server](catalog/needle-ai/needle-mcp/needle-mcp/README.md) - MCP (Model Context Protocol) server to manage documents and perform searches using [Needle](https://needle-ai.com) through Claudes Desktop Application. - [Neon MCP Server](catalog/neondatabase/mcp-server-neon/mcp-server-neon/README.md) - Neon MCP Server is an open-source tool that lets you interact with your Neon Postgres databases in natural language. - [Oceanbase MCP Server](catalog/oceanbase/mcp-oceanbase/mcp-oceanbase/README.md) - MCP Server for OceanBase database and its tools - [Octagon MCP Server](catalog/OctagonAI/octagon-mcp-server/octagon-mcp-server/README.md) - A free Model Context Protocol (MCP) server that integrates with Octagon Market Intelligence API - [Oxylabs MCP Server](catalog/oxylabs/oxylabs-mcp/oxylabs-mcp/README.md) - The Oxylabs MCP server provides a bridge between AI models and the web. It enables them to scrape any URL, render JavaScript-heavy pages, extract and format content for AI use, bypass anti-scraping measures, and access geo-restricted web data from 195+ countries. - [Paddle MCP Server](catalog/PaddleHQ/paddle-mcp-server/paddle-mcp-server/README.md) - This is a [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) server that provides tools for interacting with the Paddle API. - [Logfire MCP Server](catalog/pydantic/logfire-mcp/logfire-mcp/README.md) - This repository contains a Model Context Protocol (MCP) server with tools that can access the OpenTelemetry traces and - [Qdrant MCP server](catalog/qdrant/mcp-server-qdrant/mcp-server-qdrant/README.md) - An official Qdrant Model Context Protocol (MCP) server implementation. - [Ramp MCP server](catalog/ramp-public/ramp-mcp/ramp-mcp/README.md) - A Model Context Protocol server for retrieving and analyzing data or running tasks for Ramp using Developer API. In order to get around token and input size limitations, this server implements a simple ETL pipeline + ephemeral sqlite database in memory for analysis by an LLM. - [ScreenshotOne MCP Server](catalog/screenshotone/mcp/mcp/README.md) - A simple implementation of an MCP server for the ScreenshotOne API - [Semgrep MCP Server](catalog/semgrep/mcp/mcp/README.md) - A Model Context Protocol (MCP) server for using [Semgrep](https://semgrep.dev) to scan code for security vulnerabilities. Secure your [vibe coding](https://semgrep.dev/blog/2025/giving-appsec-a-seat-at-the-vibe-coding-table/)! - [Stripe MCP Server](catalog/stripe/agent-toolkit/modelcontextprotocol/README.md) - The Stripe [Model Context Protocol](https://modelcontextprotocol.com/) server allows you to integrate with Stripe APIs through function calling. This protocol supports various tools to interact with different Stripe services. - [Tavily MCP Server](catalog/tavily-ai/tavily-mcp/tavily-mcp/README.md) - An MCP server for Tavily search. - [Tinybird MCP server](catalog/tinybirdco/mcp-tinybird/mcp-tinybird/README.md) - An MCP server to interact with a Tinybird Workspace from any MCP client. - [Lara Translate MCP Server](catalog/translated/lara-mcp/lara-mcp/README.md) - A Model Context Protocol (MCP) Server for [Lara Translate](https://laratranslate.com/translate) API, enabling powerful translation capabilities with support for language detection and context-aware translations. - [Unstructured API MCP Server](catalog/Unstructured-IO/UNS-MCP/uns-mcp/README.md) - An MCP server implementation for interacting with the Unstructured API. This server provides tools to list sources and workflows. - [Vectorize MCP Server](catalog/vectorize-io/vectorize-mcp-server/vectorize-mcp-server/README.md) - A Model Context Protocol (MCP) server implementation that integrates with [Vectorize](https://vectorize.io/) for advanced Vector retrieval and text extraction. - [Verodat MCP Server](catalog/Verodat/verodat-mcp-server/verodat-mcp-server/README.md) - Verodat MCP Server Implementation - [Xero MCP Server](catalog/XeroAPI/xero-mcp-server/xero-mcp-server/README.md) - This is a Model Context Protocol (MCP) server implementation for Xero. It provides a bridge between the MCP protocol and Xero's API, allowing for standardized access to Xero's accounting and business features. - [Repomix MCP Server](catalog/yamadashy/repomix/repomix/README.md) - Pack your codebase into AI-friendly formats - [Job Searchoor MCP Server](catalog/0xDAEF0F/job-searchoor/job-searchoor/README.md) - An MCP server implementation that provides job search functionality. - [MCP Content Summarizer Server](catalog/0xshellming/mcp-summarizer/mcp-summarizer/README.md) - A Model Context Protocol (MCP) server that provides intelligent summarization capabilities for various types of content using Google's Gemini 1.5 Pro model. This server can help you generate concise summaries while maintaining key information from different content formats. - [21st.dev Magic AI Agent MCP Server](catalog/21st-dev/magic-mcp/magic-mcp/README.md) - Magic Component Platform (MCP) is a powerful AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions. It integrates seamlessly with popular IDEs and provides a streamlined workflow for UI development. - [Bilibili MCP](catalog/34892002/bilibili-mcp-js/bilibili-mcp-js/README.md) - MCP server for Bilibili search. - [Deepseek R1 MCP Server](catalog/66julienmartin/MCP-server-Deepseek_R1/mcp-server-deepseek-r-1/README.md) - A Model Context Protocol (MCP) server implementation for the Deepseek R1 language model. Deepseek R1 is a powerful language model optimized for reasoning tasks with a context window of 8192 tokens. - [itcoin & Lightning Network MCP Server](catalog/AbdelStark/bitcoin-mcp/bitcoin-mcp/README.md) - Bitcoin & Lightning Network MCP Server. - [ Nostr MCP Server](catalog/AbdelStark/nostr-mcp/nostr-mcp/README.md) - A Model Context Protocol (MCP) server that enables AI models to interact with Nostr, allowing them to post notes and interact with the freedom of speech protocol. - [Todoist MCP Server](catalog/abhiz123/todoist-mcp-server/todoist-mcp-server/README.md) - An MCP (Model Context Protocol) server implementation that integrates Claude with Todoist, enabling natural language task management. This server allows Claude to interact with your Todoist tasks using everyday language. - [kagi-server MCP Server](catalog/ac3xx/mcp-servers-kagi/mcp-servers-kagi/README.md) - MCP server for Kagi API integration - [Google Search MCP Server](catalog/adenot/mcp-google-search/mcp-google-search/README.md) - A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality. - [mcp-scholarly MCP server](catalog/adityak74/mcp-scholarly/mcp-scholarly/README.md) - A MCP server to search for accurate academic articles. More scholarly vendors will be added soon. - [FileScopeMCP (Model Context Protocol) Server](catalog/admica/FileScopeMCP/file-scope-mcp/README.md) - Instantly understand and visualize your codebase structure & dependencies! - [AgentMail MCP Integration](catalog/agentmail-to/agentmail-toolkit/mcp/README.md) - A simple Model Context Protocol (MCP) server that integrates with [AgentMail](https://agentmail.to) to dynamically manage email inboxes, list messages, and send or reply to emailsall through an AI assistant such as Claude. This reference implementation demonstrates how to use AgentMails API within an MCP server to orchestrate email inboxes on the fly. - [BICScan MCP Server](catalog/ahnlabio/bicscan-mcp/bicscan-mcp/README.md) - A powerful and efficient Blockchain address risk scoring API MCP Server, leveraging the BICScan API to provide comprehensive risk assessments and asset information for blockchain addresses, domains, and decentralized applications (dApps). - [AI Agent Marketplace Index Search MCP Server](catalog/AI-Agent-Hub/ai-agent-marketplace-index-mcp/ai-agent-marketplace-index-mcp/README.md) - MCP Server for AI Agent Marketplace Index from DeepNLP, , allowing AI assistants to searches available AI agents Navigation Page function, tools or use cases by "keywords" or "category". such as find all the "AI coding agents", "GUI AI Agents", "Mobile Use Agent", "Desktop Use Agent", etc. - [MCP Chat Desktop App](catalog/AI-QL/chat-mcp/chat-mcp/README.md) - A Cross-Platform Interface for LLMs - [Bear MCP Server](catalog/akseyh/bear-mcp-server/bear-mcp-server/README.md) - This project is a Model Context Protocol (MCP) server that provides access to the [Bear Notes](https://bear.app). - [ MCP IPFS Server (storacha.network) ](catalog/alexbakers/mcp-ipfs/mcp-ipfs/README.md) - A Node.js server implementing the [Model Context Protocol (MCP)](https://github.com/ModelContextProtocol/specification) for interacting with the [storacha.network](https://storacha.network/) platform via the w3 command-line interface (@web3-storage/w3cli). - [mcp-server-home-assistant](catalog/allenporter/mcp-server-home-assistant/mcp-server-home-assistant/README.md) - A Model Context Protocol Server for Home Assistant. See [Model Context Protocol](https://modelcontextprotocol.io/) - [simctl-mcp](catalog/ambar/simctl-mcp/simctl-mcp/README.md) - A Model Context Protocol server implementation for iOS Simulator control. - [Unichat MCP Server in Python](catalog/amidabuddha/unichat-mcp-server/unichat-mcp-server/README.md) - ASend requests to OpenAI, MistralAI, Anthropic, xAI, Google AI, DeepSeek, Alibaba, Inception using MCP protocol via tool or predefined prompts. - [mcp-installer - A MCP Server to install MCP Servers](catalog/anaisbetts/mcp-installer/mcp-installer/README.md) - This server is a server that installs other MCP servers for you. Install it, and you can ask Claude to install MCP servers hosted in npm or PyPi for you. Requires npx and uv to be installed for node and Python servers respectively. - [MCP Simple OpenAI Assistant](catalog/andybrandt/mcp-simple-openai-assistant/mcp-simple-openai-assistant/README.md) - *AI assistants are pretty cool. I thought it would be a good idea if my Claude (conscious Claude) would also have one. And now he has - and its both useful anf fun for him. Your Claude can have one too!* - [MCP Simple PubMed](catalog/andybrandt/mcp-simple-pubmed/mcp-simple-pubmed/README.md) - An MCP server that provides access to PubMed articles through the Entrez API. - [NYTimes Article Search MCP Server](catalog/angheljf/nyt/nyt/README.md) - This is a TypeScript-based MCP server that allows searching for New York Times articles from the last 30 days based on a keyword. It demonstrates core MCP concepts by providing: - [Coinmarket MCP server](catalog/anjor/coinmarket-mcp-server/coinmarket-mcp-server/README.md) - An MCP server that integrates with the Coinmarket API - [MCP XMind Server](catalog/apeyroux/mcp-xmind/mcp-xmind/README.md) - A Model Context Protocol server for analyzing and querying XMind mind maps. This tool provides powerful capabilities for searching, extracting, and analyzing content from XMind files. - [APISIX Model Context Protocol (MCP) Server](catalog/api7/apisix-mcp/apisix-mcp/README.md) - APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API. It aims to enable natural language-based interaction for viewing and managing resources in APISIX through MCP-compatible AI clients. - [Apify MCP Server](catalog/apify/actors-mcp-server/actors-mcp-server/README.md) - Implementation of an MCP server for all [Apify Actors](https://apify.com/store). - [RAG Web Browser Actor](catalog/apify/mcp-server-rag-web-browser/mcp-server-rag-web-browser/README.md) - Implementation of an MCP server for the [RAG Web Browser Actor](https://apify.com/apify/rag-web-browser). - [APIMatic Validator MCP Server](catalog/apimatic/apimatic-validator-mcp/apimatic-validator-mcp/README.md) - This repository provides a Model Context Protocol (MCP) Server for validating OpenAPI specifications using [APIMatic](https://www.apimatic.io/). The server processes OpenAPI files and returns validation summaries by leveraging APIMatics API. - [piapi-mcp-server](catalog/apinetwork/piapi-mcp-server/piapi-mcp-server/README.md) - A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI's API. PiAPI makes user able to generate media content with Midjourney/Flux/Kling/LumaLabs/Udio/Chrip/Trellis directly from Claude or any other MCP-compatible apps. - [Google Tasks MCP Server](catalog/arpitbatra123/mcp-googletasks/mcp-googletasks/README.md) - This Model Context Protocol (MCP) server provides a bridge between Claude and Google Tasks, allowing you to manage your task lists and tasks directly through Claude. - [Discourse MCP Server](catalog/AshDevFr/discourse-mcp-server/discourse-mcp-server/README.md) - Node.js server implementing Model Context Protocol (MCP) for Discourse search operation. - [Pushover MCP](catalog/ashiknesin/pushover-mcp/pushover-mcp/README.md) - A [Model Context Protocol](https://modelcontextprotocol.io/introduction) implementation for sending notifications via [Pushover.net](https://pushover.net). - [ Audiense Insights MCP Server](catalog/AudienseCo/mcp-audiense-insights/mcp-audiense-insights/README.md) - This server, based on the [Model Context Protocol (MCP)](https://github.com/modelcontextprotocol), allows Claude or any other MCP-compatible client to interact with your [Audiense Insights](https://www.audiense.com/) account. It extracts marketing insights and audience analysis from Audiense reports, covering demographic, cultural, influencer, and content engagement analysis. - [MCP Server Playwright](catalog/Automata-Labs-team/MCP-Server-Playwright/mcp-server-playwright/README.md) - MCP Server for interacting with Browsers using Playwright. - [MCP Link - Convert Any OpenAPI V3 API to MCP Server](catalog/automation-ai-labs/mcp-link/mcp-link/README.md) - Convert Any OpenAPI V3 API to MCP Server - [Replicate Flux MCP](catalog/awkoy/replicate-flux-mcp/replicate-flux-mcp/README.md) - MCP for Replicate Flux Model - A powerful tool for generating customized images and SVG assets that match specific coding vibes and aesthetic styles. Streamline your visual asset creation process with AI-powered design generation tailored for developers. - [S3 Model Context Protocol Server](catalog/aws-samples/sample-mcp-server-s3/sample-mcp-server-s-3/README.md) - An MCP server implementation for retrieving data such as PDF's from S3. - [TaskWarrior MCP Server](catalog/awwaiid/mcp-server-taskwarrior/mcp-server-taskwarrior/README.md) - Node.js server implementing Model Context Protocol (MCP) for [TaskWarrior](https://taskwarrior.org/) operations. - [Axiom MCP Server](catalog/axiomhq/mcp-server-axiom/mcp-server-axiom/README.md) - A [Model Context Protocol](https://modelcontextprotocol.io/) server implementation for [Axiom](https://axiom.co) that enables AI agents to query your data using Axiom Processing Language (APL). - [notion-mcp](catalog/Badhansen/notion-mcp/notion-mcp/README.md) - A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list. - [Baidu AI Search](catalog/baidubce/app-builder/ai-search/README.md) - Baidu AI Search component combines Baidu's search capabilities with large language model technology to provide intelligent responses with real-time web information references, supporting various industry application scenarios. It offers rich standardized capabilities such as: - [Bankless Onchain MCP Server](catalog/Bankless/onchain-mcp/onchain-mcp/README.md) - MCP (Model Context Protocol) server for blockchain data interaction through the Bankless API. - [Bankless Onchain MCP Server](catalog/Bankless/onchain-mcp/onchain-mcp/README.md) - MCP (Model Context Protocol) server for blockchain data interaction through the Bankless API. - [Bear MCP Server](catalog/bart6114/my-bear-mcp-server/my-bear-mcp-server/README.md) - A Model Context Protocol (MCP) server that allows AI assistants like Claude to read notes from the [Bear](https://bear.app/) note-taking app. This implementation connects directly to the Bear SQLite database in a read-only mode, ensuring your notes remain safe and unmodified. - [Base MCP Server](catalog/base/base-mcp/base-mcp/README.md) - A Model Context Protocol (MCP) server that provides onchain tools for AI applications like Claude Desktop and Cursor, allowing them to interact with the Base Network and Coinbase API. - [Basic Memory](catalog/basicmachines-co/basic-memory/basic-memory/README.md) - Basic Memory lets you build persistent knowledge through natural conversations with Large Language Models (LLMs) like - [MCP Code Executor](catalog/bazinga012/mcp_code_executor/mcp-code-executor/README.md) - The MCP Code Executor is an MCP server that allows LLMs to execute Python code within a specified Conda environment. This enables LLMs to run code with access to libraries and dependencies defined in the Conda environment. - [MCP Server for MySQL](catalog/benborla/mcp-server-mysql/mcp-server-mysql/README.md) - A Model Context Protocol server that provides access to MySQL databases. This server enables LLMs to inspect database schemas and execute SQL queries. - [Whois MCP](catalog/bharathvaj-ganesan/whois-mcp/whois-mcp/README.md) - MCP Server for whois lookups. - [Neovim MCP Server](catalog/bigcodegen/mcp-neovim-server/mcp-neovim-server/README.md) - A proof of concept integration between Claude Desktop (or any client) and Neovim using Model Context Protocol (MCP) and the official neovim/node-client JavaScript library. This server leverages Vim's native text editing commands and workflows, which Claude already understands, to create a lightweight code or general purpose AI text assistance layer. - [Clojars MCP Server](catalog/Bigsy/Clojars-MCP-Server/clojars-mcp-server/README.md) - A [Model Context Protocol (MCP)](https://github.com/ModelContext/protocol) server that provides tools for fetching dependency information from [Clojars](https://clojars.org/), the Clojure community's artifact repository for Cline, Roo Code, Cody, Claude Desktop etc. - [mcp-graphql](catalog/blurrah/mcp-graphql/mcp-graphql/README.md) - A Model Context Protocol server that enables LLMs to interact with GraphQL APIs. This implementation provides schema introspection and query execution capabilities, allowing models to discover and use GraphQL APIs dynamically. - [Starwind UI MCP Server](catalog/Boston343/starwind-ui-mcp/starwind-ui-mcp/README.md) - A TypeScript implementation of a Model Context Protocol (MCP) server for Starwind UI, providing tools to help developers work with Starwind UI components. - [IP Geolocation MCP Server](catalog/briandconnelly/mcp-server-ipinfo/mcp-server-ipinfo/README.md) - This is a simple [Model Context Protocol](https://modelcontextprotocol.io) server that uses the [ipinfo.io](https://ipinfo.io) API to get detailed information about an IP address. - [Bright Data MCP](catalog/brightdata/brightdata-mcp/brightdata-mcp/README.md) - One MCP for the Web. Easily search, crawl, navigate, and extract websites without getting blocked. Ideal for discovering and retrieving structured insights from any public source - effortlessly and ethically. - [Browserbase MCP Server](catalog/browserbase/mcp-server-browserbase/browserbase/README.md) - This server provides cloud browser automation capabilities using [Browserbase](https://www.browserbase.com/), [Puppeteer](https://pptr.dev/), and [Stagehand](https://github.com/browserbase/stagehand). This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a cloud browser environment. - [Maigret MCP Server](catalog/BurtTheCoder/mcp-maigret/mcp-maigret/README.md) - A Model Context Protocol (MCP) server for [maigret](https://github.com/soxoj/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. It is designed to integrate seamlessly with MCP-compatible applications like [Claude Desktop](https://claude.ai). - [Shodan MCP Server](catalog/BurtTheCoder/mcp-shodan/mcp-shodan/README.md) - A Model Context Protocol (MCP) server for querying the [Shodan API](https://shodan.io) and [Shodan CVEDB](https://cvedb.shodan.io). This server provides comprehensive access to Shodan's network intelligence and security services, including IP reconnaissance, DNS operations, vulnerability tracking, and device discovery. All tools provide structured, formatted output for easy analysis and integration. - [VirusTotal MCP Server](catalog/BurtTheCoder/mcp-virustotal/mcp-virustotal/README.md) - A Model Context Protocol (MCP) server for querying the [VirusTotal API](https://www.virustotal.com/). This server provides comprehensive security analysis tools with automatic relationship data fetching. It integrates seamlessly with MCP-compatible applications like [Claude Desktop](https://claude.ai). - [HubSpot MCP Server](catalog/buryhuang/mcp-hubspot/mcp-hubspot/README.md) - A Model Context Protocol (MCP) server implementation that provides integration with HubSpot CRM. This server enables AI models to interact with HubSpot data and operations through a standardized interface. - [Alphavantage MCP Server](catalog/calvernaz/alphavantage/alphavantage/README.md) - A MCP server for the stock market data API, Alphavantage API. - [Mac Messages MCP](catalog/carterlasalle/mac_messages_mcp/mac-messages-mcp/README.md) - A Python bridge for interacting with the macOS Messages app using MCP (Multiple Context Protocol). - [CentralMind Gateway](catalog/centralmind/gateway/gateway/README.md) - Simple way to expose your database to AI-Agent via MCP or OpenAPI 3.1 protocols. - [Google News MCP Server](catalog/ChanMeng666/server-google-news/server-google-news/README.md) - Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support. - [Chargebee MCP Server](catalog/chargebee/agentkit/modelcontextprotocol/README.md) - Model Context Protocol (MCP) is a [standardized protocol](https://modelcontextprotocol.io/introduction) designed to manage context between large language models (LLMs) and external systems. - [Telegram MCP Server](catalog/chigwell/telegram-mcp/telegram-mcp/README.md) - A Telegram MCP (Model Context Protocol) server built using Python, Telethon, and MCP Python SDK. This MCP server provides simple tools for interacting with Telegram chats directly through MCP-compatible hosts, such as Claude for Desktop. - [Keycloak MCP Server](catalog/ChristophEnglisch/keycloak-model-context-protocol/keycloak-model-context-protocol/README.md) - A Model Context Protocol server for Keycloak administration, providing tools to manage users and realms. - [Chroma MCP Server](catalog/chroma-core/chroma-mcp/chroma-mcp/README.md) - This server provides data retrieval capabilities powered by Chroma, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, metadata filtering, and more. - [CircleCI MCP Server](catalog/CircleCI-Public/mcp-server-circleci/mcp-server-circleci/README.md) - Model Context Protocol (MCP) is a [new, standardized protocol](https://modelcontextprotocol.io/introduction) for managing context between large language models (LLMs) and external systems. In this repository, we provide an MCP Server for [CircleCI](https://circleci.com). - [Cloudflare MCP Server](catalog/cloudflare/mcp-server-cloudflare/mcp-server-cloudflare/README.md) - Model Context Protocol (MCP) is a [new, standardized protocol](https://modelcontextprotocol.io/introduction) for managing context between large language models (LLMs) and external systems. In this repository, we provide an installer as well as an MCP Server for [Cloudflare's API](https://api.cloudflare.com). - [ attestable-mcp-server](catalog/co-browser/attestable-mcp-server/attestable-mcp-server/README.md) - Verify that any MCP server is running the intended and untampered code via hardware attestation. - [browser-use-mcp-server](catalog/co-browser/browser-use-mcp-server/browser-use-mcp-server/README.md) - An MCP server that enables AI agents to control web browsers using browser-use. - [Opik MCP Server](catalog/comet-ml/opik-mcp/opik-mcp/README.md) - Opik MCP Server is an open-source implementation of the Model Context Protocol for the Opik platform. It provides a unified interface for interacting with Opik's capabilities, supporting multiple transport mechanisms for flexible integration into various environments. - [mcp-confluent](catalog/confluentinc/mcp-confluent/mcp-confluent/README.md) - An MCP server implementation that enables AI assistants to interact with Confluent Kafka and Confluent Cloud REST APIs. This server allows AI tools like Claude Desktop and Goose CLI to manage Kafka topics, connectors, and Flink SQL statements through natural language interactions. - [Elasticsearch/OpenSearch MCP Server](catalog/cr7258/elasticsearch-mcp-server/elasticsearch-mcp-server/README.md) - A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction. - [Scrapling Fetch MCP](catalog/cyberchitta/scrapling-fetch-mcp/scrapling-fetch-mcp/README.md) - An MCP server that helps AI assistants access text content from websites that implement bot detection, bridging the gap between what you can see in your browser and what the AI can access. - [MCP Neo4j Server](catalog/da-okazaki/mcp-neo4j-server/mcp-neo-4-j-server/README.md) - An MCP server that provides integration between Neo4j graph database and Claude Desktop, enabling graph database operations through natural language interactions. - [GitHub Enterprise MCP Server](catalog/ddukbg/github-enterprise-mcp/github-enterprise-mcp/README.md) - An MCP (Model Context Protocol) server for integration with GitHub Enterprise API. This server provides an MCP interface to easily access repository information, issues, PRs, and more from GitHub Enterprise in Cursor. - [Replicate MCP Server](catalog/deepfates/mcp-replicate/mcp-replicate/README.md) - A [Model Context Protocol](https://github.com/mcp-sdk/mcp) server implementation for Replicate. Run Replicate models through a simple tool-based interface. - [Postman MCP Server](catalog/delano/postman-mcp-server/postman-mcp-server/README.md) - An MCP server that provides access to Postman. - [MCP Server for Ticketmaster](catalog/delorenj/mcp-server-ticketmaster/mcp-server-ticketmaster/README.md) - A Model Context Protocol server that provides tools for discovering events, venues, and attractions through the Ticketmaster Discovery API. - [Descope MCP Server](catalog/descope-sample-apps/descope-mcp-server/descope-mcp-server/README.md) - The Descope Model Context Protocol (MCP) server provides an interface to interact with Descope's Management APIs, enabling the search and retrieval of project-related information. - [trieve-mcp-server](catalog/devflowinc/trieve/mcp-server/README.md) - A Model Context Protocol (MCP) server that provides agentic tools for interacting with the Trieve API. This server enables AI agents to search and interact with Trieve datasets through a standardized interface. - [DevHub CMS MCP Server](catalog/devhub/devhub-cms-mcp/devhub-cms-mcp/README.md) - A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) integration for managing content in the [DevHub CMS system](https://www.devhub.com/). - [MCP Server for Quran.com API](catalog/djalal/quran-mcp-server/quran-mcp-server/README.md) - MCP server to interact with Quran.com corpus via the official [REST API v4](https://api-docs.quran.com/docs/content_apis_versioned/4.0.0/content-apis). - [DeepSeek MCP Server](catalog/DMontgomery40/deepseek-mcp-server/deepseek-mcp-server/README.md) - A Model Context Protocol (MCP) server for the DeepSeek API, allowing seamless integration of DeepSeek's powerful language models with MCP-compatible applications like Claude Desktop. - [Pulumi MCP Server](catalog/dogukanakkaya/pulumi-mcp-server/pulumi-mcp-server/README.md) - An MCP server that provides access to Pulumi. - [airtable-mcp-server](catalog/domdomegg/airtable-mcp-server/airtable-mcp-server/README.md) - A Model Context Protocol server that provides read and write access to Airtable databases. This server enables LLMs to inspect database schemas, then read and write records. - [Dumpling AI MCP Server](catalog/Dumpling-AI/mcp-server-dumplingai/mcp-server-dumplingai/README.md) - A Model Context Protocol (MCP) server implementation that integrates with Dumpling AI for data scraping, content processing, knowledge management, AI agents, and code execution capabilities. - [Siri Shortcuts MCP Server](catalog/dvcrn/mcp-server-siri-shortcuts/mcp-server-siri-shortcuts/README.md) - This MCP server provides access to Siri shortcuts functionality via the Model Context Protocol (MCP). It allows listing, opening, and running shortcuts from the macOS Shortcuts app. - [EduBase MCP server](catalog/EduBase/MCP/mcp/README.md) - Model Context Protocol server for the EduBase platform. It allows MCP clients (for example Claude Desktop) and LLMs to interact with your EduBase account and perform tasks on your behalf. - [Nocodb MCP Server](catalog/edwinbernadus/nocodb-mcp-server/nocodb-mcp-server/README.md) - The Nocodb MCP Server enables seamless interaction with a Nocodb database using the Model Context Protocol (MCP). It facilitates CRUD (Create, Read, Update, Delete) operations on Nocodb tables. - [Freshdesk MCP Server](catalog/effytech/freshdesk_mcp/freshdesk-mcp/README.md) - An MCP server implementation that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations. - [Inbox Zero MCP Server](catalog/elie222/inbox-zero/mcp-server/README.md) - An MCP server to manage your inbox efficiently. Use it within Cursor, Windsurf, or Claude desktop to interact with your Inbox Zero personal assistant. - [BigQuery MCP Server](catalog/ergut/mcp-bigquery-server/mcp-bigquery-server/README.md) - A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface. - [ADLS2 MCP Server](catalog/erikhoward/adls-mcp-server/adls-mcp-server/README.md) - A Model Context Protocol (MCP) server implementation for Azure Data Lake Storage Gen2. This service provides a standardized interface for interacting with ADLS2 storage, enabling file operations through MCP tools. - [Hacker News MCP Server](catalog/erithwik/mcp-hn/mcp-hn/README.md) - A Model Context Protocol (MCP) server that provides tools for fetching information from Hacker News. - [mcp-miro MCP Server](catalog/evalstate/mcp-miro/mcp-miro/README.md) - A Model Context Protocol server to connect to the MIRO Whiteboard Application. - [Exa MCP Server](catalog/exa-labs/exa-mcp-server/exa-mcp-server/README.md) - A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way. - [Playwright MCP Server ](catalog/executeautomation/mcp-playwright/mcp-playwright/README.md) - A Model Context Protocol server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web pages, take screenshots, generate test code, web scraps the page and execute JavaScript in a real browser environment. - [File Merger MCP Server](catalog/exoticknight/mcp-file-merger/mcp-file-merger/README.md) - Simple utility to combine multiple files into one. Fast, secure, and easy to use. - [@f4ww4z/mcp-mysql-server](catalog/f4ww4z/mcp-mysql-server/mcp-mysql-server/README.md) - A Model Context Protocol server that provides MySQL database operations. This server enables AI models to interact with MySQL databases through a standardized interface. - [Fastn Server](catalog/fastnai/mcp-fastn/mcp-fastn/README.md) - The Fastn server is a powerful, scalable platform that enables dynamic tool registration and execution based on API definitions. It seamlessly integrates with services like Claude.ai and Cursor.ai, providing a unified server solution for a wide range of tasks. With its robust architecture, Fastn delivers exceptional performance and flexibility for real-time, API-driven operations. - [Airtable MCP Server](catalog/felores/airtable-mcp/airtable-mcp/README.md) - A Model Context Protocol server that provides tools for interacting with Airtable's API. This server enables programmatic management of Airtable bases, tables, fields, and records through Claude Desktop or other MCP clients. - [Cloudinary MCP Server](catalog/felores/cloudinary-mcp-server/cloudinary-mcp-server/README.md) - This MCP server provides tools for uploading images and videos to Cloudinary through Claude Desktop and compatible MCP clients. - [investor-agent: A Financial Analysis MCP Server](catalog/ferdousbhai/investor-agent/investor-agent/README.md) - A Model Context Protocol server for building an investor agent - [tasty-agent: A TastyTrade MCP Server](catalog/ferdousbhai/tasty-agent/tasty-agent/README.md) - Let Claude manage your tastytrade portfolio. - [iterm-mcp](catalog/ferrislucas/iterm-mcp/iterm-mcp/README.md) - A Model Context Protocol server that provides access to your iTerm session. - [Flipt MCP Server](catalog/flipt-io/mcp-server-flipt/mcp-server-flipt/README.md) - A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server for [Flipt](https://flipt.io), allowing AI assistants to interact with feature flags. - [Flowcore Platform MCP Server](catalog/flowcore-io/mcp-flowcore-platform/mcp-flowcore-platform/README.md) - A Model Context Protocol (MCP) server for managing and interacting with the Flowcore Platform. - [MCP Server Kubernetes](catalog/Flux159/mcp-server-kubernetes/mcp-server-kubernetes/README.md) - MCP Server that can connect to a Kubernetes cluster and manage it. - [MongoDB Lens](catalog/furey/mongodb-lens/mongodb-lens/README.md) - MongoDB Lens is a local Model Context Protocol (MCP) server with full featured access to MongoDB databases using natural language via LLMs to perform queries, run aggregations, optimize performance, and more. - [Firebase MCP Server](catalog/gannonh/firebase-mcp/firebase-mcp/README.md) - Model Context Protocol (MCP) server for Firebase. - [Datadog MCP Server](catalog/GeLi2001/datadog-mcp-server/datadog-mcp-server/README.md) - A Model Context Protocol (MCP) server for interacting with the Datadog API. - [Shopify MCP Server](catalog/GeLi2001/shopify-mcp/shopify-mcp/README.md) - MCP Server for Shopify API, enabling interaction with store data through GraphQL API. This server provides tools for managing products, customers, orders, and more. - [TFT MCP Server](catalog/GeLi2001/tft-mcp-server/tft-mcp-server/README.md) - This is a Model Context Protocol (MCP) server for Team Fight Tactics (TFT) that provides access to TFT game data through various tools. - [BioMCP: Biomedical Model Context Protocol](catalog/genomoncology/biomcp/biomcp/README.md) - BioMCP is an open source (MIT License) toolkit for biomedical research AI - [Ashra MCP](catalog/getrupt/ashra-mcp/ashra-mcp/README.md) - A Model Context Protocol server for Ashra. - [Calculator MCP Server](catalog/githejie/mcp-server-calculator/mcp-server-calculator/README.md) - A Model Context Protocol server for calculating. This server enables LLMs to use calculator for precise numerical calculations. - [GitHub MCP Server](catalog/github/github-mcp-server/github-mcp-server/README.md) - The GitHub MCP Server is a [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) - [ ntfy-me-mcp](catalog/gitmotion/ntfy-me-mcp/ntfy-me-mcp/README.md) - 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!) - [Framelink Figma MCP Server](catalog/GLips/Figma-Context-MCP/figma-context-mcp/README.md) - Give your coding agent access to your Figma data. Implement designs in any framework in one-shot. - [JSON MCP Server (@gongrzhe/server-json-mcp@1.0.3)](catalog/GongRzhe/JSON-MCP-Server/json-mcp-server/README.md) - A JSON Model Context Protocol (MCP) server implementation for querying and manipulating JSON data. This server enables LLMs to interact with JSON data through a set of standardized tools. - [Langflow-DOC-QA-SERVER](catalog/GongRzhe/Langflow-DOC-QA-SERVER/langflow-doc-qa-server/README.md) - A Model Context Protocol server for document Q\&A powered by Langflow - [quickchart-server MCP Server](catalog/GongRzhe/Quickchart-MCP-Server/quickchart-mcp-server/README.md) - A Model Context Protocol server for generating charts using QuickChart.io . It allows you to create various types of charts through MCP tools. - [gotoHuman MCP Server](catalog/gotohuman/gotohuman-mcp-server/gotohuman-mcp-server/README.md) - Let your AI agents ask for human reviews in gotoHuman via MCP. - [mcp-difyworkflow-server](catalog/gotoolkits/mcp-difyworkflow-server/mcp-difyworkflow-server/README.md) - mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows. - [mcp-wecombot-server](catalog/gotoolkits/mcp-wecombot-server/mcp-wecombot-server/README.md) - An MCP server application that sends various types of messages to the WeCom group robot. - [Graphlit MCP Server](catalog/graphlit/graphlit-mcp-server/graphlit-mcp-server/README.md) - Model Context Protocol (MCP) Server for Graphlit Platform - [GraphQL Schema Model Context Protocol Server](catalog/hannesj/mcp-graphql-schema/mcp-graphql-schema/README.md) - A Model Context Protocol (MCP) server that exposes GraphQL schema information to Large Language Models (LLMs) like Claude. This server allows an LLM to explore and understand GraphQL schemas through a set of specialized tools. - [OpenAPI Schema Model Context Protocol Server](catalog/hannesj/mcp-openapi-schema/mcp-openapi-schema/README.md) - A Model Context Protocol (MCP) server that exposes OpenAPI schema information to Large Language Models (LLMs) like Claude. This server allows an LLM to explore and understand OpenAPI specifications through a set of specialized tools. - [RAG Documentation MCP Server](catalog/hannesrudolph/mcp-ragdocs/mcp-ragdocs/README.md) - 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. - [Azure Resource Graph MCP Server](catalog/hardik-id/azure-resource-graph-mcp-server/azure-resource-graph-mcp-server/README.md) - Model Context Protocol (MCP) server that provides access to Azure Resource Graph queries. It allows you to retrieve information about Azure resources across your subscriptions using Resource Graph queries. - [Excel MCP Server](catalog/haris-musa/excel-mcp-server/excel-mcp-server/README.md) - A Model Context Protocol (MCP) server that lets you manipulate Excel files without needing Microsoft Excel installed. Create, read, and modify Excel workbooks with your AI agent. - [ MCP ](catalog/HenryHaoson/Yuque-MCP-Server/yuque-mcp-server/README.md) - API Model-Context-Protocol (MCP) [Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) [ API](https://app.swaggerhub.com/apis-docs/Jeff-Tian/yuque-open_api/2.0.1) - [Heroku MCP Server](catalog/heroku/heroku-mcp-server/heroku-mcp-server/README.md) - The Heroku Platform MCP Server works on Common Runtime, Cedar Private and Shield Spaces, and Fir Private Spaces. - [Mesh Agent MCP Server](catalog/heurist-network/heurist-mesh-mcp-server/heurist-mesh-mcp-server/README.md) - A Model Context Protocol (MCP) server that connects to [Heurist Mesh](https://github.com/heurist-network/heurist-agent-framework/tree/main/mesh) APIs, providing Claude with access to various blockchain and web3 tools. - [Goal Story MCP Server](catalog/hichana/goalstory-mcp/goalstory-mcp/README.md) - Goal Story isnt a goal trackerits a brand new way to manage your aspirations. We call it Goal Storying. Instead of juggling endless lists, Goal Story guides you to focus on one goal at a time, forging a deeply personal narrative that keeps you motivated and on track. Powered by conversational AI, Goal Story provides constructive insights and creative storytelling tailored to your unique motivations, helping you see your goal through to completion with a sense of momentum and fun. - [Postmancer](catalog/hijaz/postmancer/postmancer/README.md) - A standalone MCP server for API testing and management, allowing AI assistants to interact with RESTful APIs through natural language. - [Raindrop.io MCP Server](catalog/hiromitsusasaki/raindrop-io-mcp-server/raindrop-io-mcp-server/README.md) - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). - [attio-mcp-server](catalog/hmk/attio-mcp-server/attio-mcp-server/README.md) - This is an MCP server for [Attio](https://attio.com/), the AI-native CRM. It allows mcp clients (like Claude) to connect to the Attio API. - [Box MCP Server](catalog/hmk/box-mcp-server/box-mcp-server/README.md) - A Box model context protocol server to search, read and access files - [HDW MCP Server](catalog/horizondatawave/hdw-mcp-server/hdw-mcp-server/README.md) - A Model Context Protocol (MCP) server that provides comprehensive access to LinkedIn data and functionalities using the HorizonDataWave API, enabling not only data retrieval but also robust management of user accounts. - [Personal intelligence framework](catalog/hungryrobot1/MCP-PIF/mcp-pif/README.md) - A MCP implementation of the personal intelligence framework (PIF) - [Bruno MCP Server](catalog/hungthai1401/bruno-mcp/bruno-mcp/README.md) - An MCP (Model Context Protocol) server that enables running Bruno collections. This server allows LLMs to execute API tests using Bruno and get detailed results through a standardized interface. - [ DroidMind ](catalog/hyperb1iss/droidmind/droidmind/README.md) - Control your Android devices with AI using Model Context Protocol - [ Lucidity MCP ](catalog/hyperb1iss/lucidity-mcp/lucidity-mcp/README.md) - AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prompts. - [Hyperbrowser MCP Server](catalog/hyperbrowserai/mcp/mcp/README.md) - This is Hyperbrowser's Model Context Protocol (MCP) Server. It provides various tools to scrape, extract structured data, and crawl webpages. It also provides easy access to general purpose browser agents like OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use. - [QA Sphere MCP Server](catalog/Hypersequent/qasphere-mcp/qasphere-mcp/README.md) - A [Model Context Protocol](https://github.com/modelcontextprotocol) server for the [QA Sphere](https://qasphere.com/) test management system. - [MCP Server for Iaptic](catalog/iaptic/mcp-server-iaptic/mcp-server-iaptic/README.md) - A Model Context Protocol server for interacting with the [Iaptic API](https://www.iaptic.com). This server allows Claude or other AIs to interact with your Iaptic data to answer questions about your customers, purchases, transactions, and statistics. - [Watsonx.ai Flows Engine MCP Server](catalog/IBM/wxflows/javascript/README.md) - Here's a step-by-step tutorial for setting up and deploying a project with wxflows, including installing necessary tools, deploying the app, and running it locally. - [InfluxDB MCP Server](catalog/idoru/influxdb-mcp-server/influxdb-mcp-server/README.md) - A Model Context Protocol (MCP) server that exposes access to an InfluxDB instance using the InfluxDB OSS API v2. Mostly built with Claude Code. - [GitMCP](catalog/idosal/git-mcp/git-mcp/README.md) - Put an end to hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project - [SearXNG MCP Server](catalog/ihor-sokoliuk/mcp-searxng/mcp-searxng/README.md) - An [MCP server](https://modelcontextprotocol.io/introduction) implementation that integrates the SearxNG API, providing web search capabilities. - [Image Compression](catalog/InhiblabCore/mcp-image-compression/mcp-image-compression/README.md) - A high-performance image compression microservice based on MCP (Modal Context Protocol) - [Integration App MCP Server](catalog/integration-app/mcp-server/mcp-server/README.md) - This is an implementation of the Model Context Protocol (MCP) server that exposes tools powered by Integration App. - [Make MCP Server](catalog/integromat/make-mcp-server/make-mcp-server/README.md) - A Model Context Protocol server that enables Make scenarios to be utilized as tools by AI assistants. This integration allows AI systems to trigger and interact with your Make automation workflows. - [Dart MCP Server](catalog/its-dart/dart-mcp-server/dart-mcp-server/README.md) - Dart AI Model Context Protocol (MCP) server - [Contentful MCP Server](catalog/ivo-toby/contentful-mcp/contentful-mcp/README.md) - An MCP server implementation that integrates with Contentful's Content Management API, providing comprehensive content management capabilities. - [mcp-server-sql-analyzer](catalog/j4c0bs/mcp-server-sql-analyzer/mcp-server-sql-analyzer/README.md) - A Model Context Protocol (MCP) server that provides SQL analysis, linting, and dialect conversion capabilities using [SQLGlot](https://sqlglot.com/sqlglot.html). - [Fetcher MCP](catalog/jae-jae/fetcher-mcp/fetcher-mcp/README.md) - MCP server for fetch web page content using Playwright headless browser. - [G-Search MCP](catalog/jae-jae/g-search-mcp/g-search-mcp/README.md) - A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously. - [Climatiq MCP Server](catalog/jagan-shanmugam/climatiq-mcp-server/climatiq-mcp-server/README.md) - 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. - [Mattermost MCP Host](catalog/jagan-shanmugam/mattermost-mcp-host/mattermost-mcp-host/README.md) - A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based AI agent to provide an intelligent interface for interacting with users and executing tools directly within Mattermost. - [OpenStreetMap (OSM) MCP Server](catalog/jagan-shanmugam/open-streetmap-mcp/open-streetmap-mcp/README.md) - An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data. - [ForeverVM MCP Server](catalog/jamsocket/forevervm/mcp-server/README.md) - MCP Server for ForeverVM, enabling Claude to execute code in a Python REPL. - [Dexscreener MCP server](catalog/janswist/mcp-dexscreener/mcp-dexscreener/README.md) - Basic MCP server for Dexscreener API based on their documentation (as of April 4th 2025): https://docs.dexscreener.com/api/reference - [Azure CLI MCP Server](catalog/jdubois/azure-cli-mcp/azure-cli-mcp/README.md) - This is an [MCP Server](https://modelcontextprotocol.io) that wraps the [Azure CLI](https://learn.microsoft.com/en-us/cli/azure/), adds a nice prompt to improve how it works, and exposes it. - [Linear MCP Server](catalog/jerhadf/linear-mcp-server/linear-mcp-server/README.md) - A [Model Context Protocol](https://github.com/modelcontextprotocol) server for the [Linear API](https://developers.linear.app/docs/graphql/working-with-the-graphql-api). - [JetBrains MCP Proxy Server](catalog/JetBrains/mcp-jetbrains/mcp-jetbrains/README.md) - The server proxies requests from client to JetBrains IDE. - [JetBrains MCP Proxy Server](catalog/JetBrains/mcpProxy/mcp-proxy/README.md) - The server proxies requests from client to JetBrains IDE. - [JupyterMCP - Jupyter Notebook Model Context Protocol Integration](catalog/jjsantos01/jupyter-notebook-mcp/jupyter-notebook-mcp/README.md) - JupyterMCP connects [Jupyter Notebook](https://jupyter.org/) to [Claude AI](https://claude.ai/chat) through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Jupyter Notebooks. This integration enables AI-assisted code execution, data analysis, visualization, and more. - [QGISMCP - QGIS Model Context Protocol Integration](catalog/jjsantos01/qgis_mcp/qgis-mcp/README.md) - QGISMCP connects [QGIS](https://qgis.org/) to [Claude AI](https://claude.ai/chat) through the Model Context Protocol (MCP), allowing Claude to directly interact with and control QGIS. This integration enables prompt assisted project creation, layer loading, code execution and more. - [Xero MCP Server](catalog/john-zhang-dev/xero-mcp/xero-mcp/README.md) - This MCP server allows Clients to interact with [Xero Accounting Software](https://www.xero.com). - [Netskope NPA MCP Server](catalog/johnneerdael/netskope-mcp/netskope-mcp/README.md) - A Model Context Protocol (MCP) server for managing Netskope Network Private Access (NPA) infrastructure through Large Language Models (LLMs). - [Databricks MCP Server](catalog/JordiNeil/mcp-databricks-server/mcp-databricks-server/README.md) - A Model Context Protocol (MCP) server that connects to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status. - [App Store Connect MCP Server](catalog/JoshuaRileyDev/app-store-connect-mcp-server/app-store-connect-mcp-server/README.md) - A Model Context Protocol (MCP) server for interacting with the App Store Connect API. This server provides tools for managing apps, beta testers, bundle IDs, devices, and capabilities in App Store Connect. - [Supabase MCP Server](catalog/joshuarileydev/supabase/supabase/README.md) - A Model Context Protocol (MCP) server that provides programmatic access to the Supabase Management API. This server allows AI models and other clients to manage Supabase projects and organizations through a standardized interface. - [iOS Simulator MCP Server](catalog/joshuayoes/ios-simulator-mcp/ios-simulator-mcp/README.md) - 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. - [Timeplus MCP Server](catalog/jovezhong/mcp-timeplus/mcp-timeplus/README.md) - An MCP server for Timeplus. - [Qlik MCP Server](catalog/jwaxman19/qlik-mcp/qlik-mcp/README.md) - MCP Server for the Qlik Cloud API, enabling Claude to interact with Qlik applications and extract data from visualizations. - [Kagi MCP server](catalog/kagisearch/kagimcp/kagimcp/README.md) - A Model Context Protocol (MCP) server for Kagi search & other tools. - [MCP Zotero](catalog/kaliaboi/mcp-zotero/mcp-zotero/README.md) - A Model Context Protocol server for Zotero integration that allows Claude to interact with your Zotero library. - [Okta MCP Server](catalog/kapilduraphe/okta-mcp-server/okta-mcp-server/README.md) - This MCP server enables Claude to interact with Okta's user management system, providing user and group management capabilities. - [Webflow MCP Server](catalog/kapilduraphe/webflow-mcp-server/webflow-mcp-server/README.md) - This MCP server enables Claude to interact with Webflow's APIs. - [Plane MCP Server](catalog/kelvin6365/plane-mcp-server/plane-mcp-server/README.md) - A Model Context Protocol (MCP) server that enables LLMs to interact with [Plane.so](https://plane.so), allowing them to manage projects and issues through Plane's API. Using this server, LLMs like Claude can directly interact with your project management workflows while maintaining user control and security. - [Productboard MCP Server](catalog/kenjihikmatullah/productboard-mcp/productboard-mcp/README.md) - Integrate the Productboard API into agentic workflows via MCP - [RabbitMQ MCP Server](catalog/kenliao94/mcp-server-rabbitmq/mcp-server-rabbitmq/README.md) - A [Model Context Protocol](https://www.anthropic.com/news/model-context-protocol) server implementation for RabbitMQ. Enabling MCP client to interact with queues and topics hosted in a RabbitMQ instance. - [Bluesky Context Server](catalog/keturiosakys/bluesky-context-server/bluesky-context-server/README.md) - A simple MCP server that can enable MCP clients to query Bluesky instances. - [MCP MongoDB Server](catalog/kiliczsh/mcp-mongo-server/mcp-mongo-server/README.md) - A Model Context Protocol Server for MongoDB - [YouTube Transcript Server](catalog/kimtaeyoon83/mcp-server-youtube-transcript/mcp-server-youtube-transcript/README.md) - A Model Context Protocol server that enables retrieval of transcripts from YouTube videos. This server provides direct access to video captions and subtitles through a simple interface. - [Kibela MCP Server](catalog/kiwamizamurai/mcp-kibela-server/mcp-kibela-server/README.md) - MCP server implementation for Kibela API integration, enabling LLMs to interact with Kibela content. - [mcp-kibela ](catalog/kj455/mcp-kibela/mcp-kibela/README.md) - A Model Context Protocol (MCP) server implementation that enables AI assistants to search and reference Kibela content. This setup allows AI models like Claude to securely access information stored in Kibela. - [GitHub Actions MCP Server](catalog/ko1ynnky/github-actions-mcp-server/github-actions-mcp-server/README.md) - MCP Server for the GitHub Actions API, enabling AI assistants to manage and operate GitHub Actions workflows. - [Kong Konnect MCP Server](catalog/Kong/mcp-konnect/mcp-konnect/README.md) - A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, allowing AI assistants to query and analyze Kong Gateway configurations, traffic, and analytics. - [GitLab MR MCP](catalog/kopfrechner/gitlab-mr-mcp/gitlab-mr-mcp/README.md) - A Model Context Protocol (MCP) server for interacting with GitLab merge requests and issues. - [DevRev MCP server](catalog/kpsunil97/devrev-mcp-server/devrev-mcp-server/README.md) - A Model Context Protocol server for DevRev. It is used to search and retrieve information using the DevRev APIs. - [Confluence Communication Server MCP Server](catalog/KS-GEN-AI/confluence-mcp-server/confluence-mcp-server/README.md) - Interact with Confluence - [Jira communication server MCP Server](catalog/KS-GEN-AI/jira-mcp-server/jira-mcp-server/README.md) - Talk to Jira - [MCP Tavily](catalog/kshern/mcp-tavily/mcp-tavily/README.md) - A Model Context Protocol (MCP) server implementation for Tavily API, providing advanced search and content extraction capabilities. - [mcp-server-duckdb](catalog/ktanaka101/mcp-server-duckdb/mcp-server-duckdb/README.md) - A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities through MCP tools. - [Crypto Fear & Greed Index MCP Server](catalog/kukapay/crypto-feargreed-mcp/crypto-feargreed-mcp/README.md) - A mcp server that provides real-time and historical Crypto Fear & Greed Index data, powered by the Alternative.me. - [Crypto Portfolio MCP](catalog/kukapay/crypto-portfolio-mcp/crypto-portfolio-mcp/README.md) - An MCP server for tracking and managing cryptocurrency portfolio allocations, enabling AI agents to query and optimize portfolio strategies in real time. - [Crypto Sentiment MCP Server](catalog/kukapay/crypto-sentiment-mcp/crypto-sentiment-mcp/README.md) - An MCP server that delivers cryptocurrency sentiment analysis to AI agents, leveraging Santiment's aggregated social media and news data to track market mood and detect emerging trends. - [Dune Analytics MCP Server](catalog/kukapay/dune-analytics-mcp/dune-analytics-mcp/README.md) - An MCP server that bridges Dune Analytics data to AI agents. - [NearbySearch MCP Server](catalog/kukapay/nearby-search-mcp/nearby-search-mcp/README.md) - An MCP server for nearby place searches with IP-based location detection. - [TheGraph MCP Server](catalog/kukapay/thegraph-mcp/thegraph-mcp/README.md) - An MCP server that powers AI agents with indexed blockchain data from [The Graph](https://thegraph.com/). - [Token Minter MCP](catalog/kukapay/token-minter-mcp/token-minter-mcp/README.md) - An MCP server providing tools for AI agents to mint ERC-20 tokens, supporting 21 blockchains. - [Token Revoke MCP](catalog/kukapay/token-revoke-mcp/token-revoke-mcp/README.md) - An MCP server for checking and revoking ERC-20 token allowances, enhancing security and control. - [Uniswap Trader MCP](catalog/kukapay/uniswap-trader-mcp/uniswap-trader-mcp/README.md) - An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains. - [Model Context Protocol (MCP) Server + Strava OAuth](catalog/kw510/strava-mcp/strava-mcp/README.md) - This is a [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) server that supports remote MCP connections, with Strava OAuth built-in. It allows users to connect to your MCP server by signing in with their Strava account. - [National Parks MCP Server](catalog/KyrieTangSheng/mcp-server-nationalparks/mcp-server-nationalparks/README.md) - MCP Server for the National Park Service (NPS) API, providing real-time information about U.S. National Parks, including park details, alerts, and activities. - [TMDB MCP Server](catalog/Laksh-star/mcp-server-tmdb/mcp-server-tmdb/README.md) - This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations. - [Multiverse MCP Server](catalog/lamemind/mcp-server-multiverse/mcp-server-multiverse/README.md) - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations. - [Langfuse Prompt Management MCP Server](catalog/langfuse/mcp-server-langfuse/mcp-server-langfuse/README.md) - Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol. - [Last9 MCP Server](catalog/last9/last9-mcp-server/last-9-mcp-server/README.md) - A [Model Context Protocol](https://modelcontextprotocol.io/) server implementation for [Last9](https://last9.io/mcp/) that enables AI agents to seamlessly bring real-time production context logs, metrics, and traces into your local environment to auto-fix code faster. - [Bing Search MCP Server](catalog/leehanchung/bing-search-mcp/bing-search-mcp/README.md) - A Model Context Protocol (MCP) server for Microsoft Bing Search API integration, allowing AI assistants to perform web, news, and image searches. - [PubMed Enhanced Search MCP Server](catalog/leescot/pubmed-mcp-smithery/pubmed-mcp-smithery/README.md) - A Model Content Protocol server that provides enhanced tools to search and retrieve academic papers from PubMed database, with additional features such as MeSH term lookup, publication count statistics, and PICO-based evidence search. - [College Football Data MCP Server](catalog/lenwood/cfbd-mcp-server/cfbd-mcp-server/README.md) - An MCP server implementation providing access to college football statistics sourced from the [College Football Data API](https://collegefootballdata.com/) within [Claude Desktop](https://claude.ai/download). - [n8n MCP Server](catalog/leonardsellem/n8n-mcp-server/n-8-n-mcp-server/README.md) - A Model Context Protocol (MCP) server that allows AI assistants to interact with n8n workflows through natural language. - [AWS Athena](catalog/lishenxydlgzs/aws-athena-mcp/aws-athena-mcp/README.md) - A Model Context Protocol (MCP) server for running AWS Athena queries. This server enables AI assistants to execute SQL queries against your AWS Athena databases and retrieve results. - [MCP Compass ](catalog/liuyoshio/mcp-compass/mcp-compass/README.md) - MCP Discovery & Recommendation Service - Find the right MCP server for your needs - [Bitable MCP Server](catalog/lloydzhou/bitable-mcp/bitable-mcp/README.md) - This MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - [MCP server for kintone](catalog/macrat/mcp-server-kintone/mcp-server-kintone/README.md) - This server allows you to explore and manipulate kintone data using AI tools such as [Claude Desktop](https://claude.ai/download)! - [MCP Server Giphy](catalog/magarcia/mcp-server-giphy/mcp-server-giphy/README.md) - MCP Server for the Giphy API, enabling AI models to search, retrieve, and utilize GIFs from Giphy. - [Free USDC Transfer MCP Server](catalog/magnetai/mcp-free-usdc-transfer/mcp-free-usdc-transfer/README.md) - An MCP server implementation enabling free USDC transfers on [Base](https://base.org) with [Coinbase CDP](https://docs.cdp.coinbase.com/) MPC Wallet integration. - [Notion MCP Server](catalog/makenotion/notion-mcp-server/notion-mcp-server/README.md) - This project implements an [MCP server](https://spec.modelcontextprotocol.io/) for the [Notion API](https://developers.notion.com/reference/intro). - [ElevenLabs MCP Server](catalog/mamertofabian/elevenlabs-mcp-server/elevenlabs-mcp-server/README.md) - A Model Context Protocol (MCP) server that integrates with ElevenLabs text-to-speech API, featuring both a server component and a sample web-based MCP Client (SvelteKit) for managing voice generation tasks. - [Spotify MCP Server](catalog/marcelmarais/spotify-mcp-server/spotify-mcp-server/README.md) - A lightweight Model Context Protocol (MCP) server that enables AI assistants like Cursor & Claude to control Spotify playback and manage playlists. - [Filesystem MCP Server](catalog/mark3labs/mcp-filesystem-server/mcp-filesystem-server/README.md) - Go server implementing Model Context Protocol (MCP) for filesystem operations. - [EVM MCP Server](catalog/mcpdotdirect/evm-mcp-server/evm-mcp-server/README.md) - A comprehensive Model Context Protocol (MCP) server that provides blockchain services across multiple EVM-compatible networks. This server enables AI agents to interact with Ethereum, Optimism, Arbitrum, Base, Polygon, and many other EVM chains with a unified interface. - [mcp-server-chatsum](catalog/mcpso/mcp-server-chatsum/mcp-server-chatsum/README.md) - This MCP Server is used to summarize your chat messages. - [Meilisearch MCP Server](catalog/meilisearch/meilisearch-mcp/meilisearch-mcp/README.md) - A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces like Claude. - [Hyperliquid MCP Server](catalog/mektigboy/server-hyperliquid/server-hyperliquid/README.md) - An MCP server implementation that integrates the Hyperliquid SDK. - [MCP Server with Mem0 for Managing Coding Preferences](catalog/mem0ai/mem0-mcp/mem-0-mcp/README.md) - This demonstrates a structured approach for using an [MCP](https://modelcontextprotocol.io/introduction) server with [mem0](https://mem0.ai) to manage coding preferences efficiently. The server can be used with Cursor and provides essential tools for storing, retrieving, and searching coding preferences. - [Firecrawl MCP Server](catalog/mendableai/firecrawl-mcp-server/firecrawl-mcp-server/README.md) - A Model Context Protocol (MCP) server implementation that integrates with [Firecrawl](https://github.com/mendableai/firecrawl) for web scraping capabilities. - [Metoro MCP Server](catalog/metoro-io/metoro-mcp-server/metoro-mcp-server/README.md) - This repository contains th Metoro MCP (Model Context Protocol) Server. This MCP Server allows you to interact with your Kubernetes cluster via the Claude Desktop App! - [Playwright MCP Server](catalog/microsoft/playwright-mcp/playwright-mcp/README.md) - A Model Context Protocol (MCP) server that provides browser automation capabilities using [Playwright](https://playwright.dev). This server enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models. - [mcp-server-ledger: A Ledger CLI MCP Server](catalog/minhyeoky/mcp-server-ledger/mcp-server-ledger/README.md) - A Model Context Protocol server for interacting with Ledger CLI, a powerful double-entry accounting system. This server enables Large Language Models to query and analyze financial data through a standardized interface, making it easy for AI assistants to help with financial reporting, budget analysis, and accounting tasks. - [Mobile Next - MCP server for Mobile Automation](catalog/mobile-next/mobile-mcp/mobile-mcp/README.md) - This is a [Model Context Protocol (MCP) server](https://github.com/modelcontextprotocol) that enables scalable mobile automation through a platform-agnostic interface, eliminating the need for distinct iOS or Android knowledge. - [Brave Search MCP Server](catalog/modelcontextprotocol/servers/brave-search/README.md) - An MCP server implementation that integrates the Brave Search API, providing both web and local search capabilities. - [Everything MCP Server](catalog/modelcontextprotocol/servers/everything/README.md) - This MCP server attempts to exercise all the features of the MCP protocol. It is not intended to be a useful server, but rather a test server for builders of MCP clients. It implements prompts, tools, resources, sampling, and more to showcase MCP capabilities. - [Fetch MCP Server](catalog/modelcontextprotocol/servers/fetch/README.md) - A Model Context Protocol server that provides web content fetching capabilities. This server enables LLMs to retrieve and process content from web pages, converting HTML to markdown for easier consumption. - [Filesystem MCP Server](catalog/modelcontextprotocol/servers/filesystem/README.md) - Node.js server implementing Model Context Protocol (MCP) for filesystem operations. - [Google Drive server](catalog/modelcontextprotocol/servers/gdrive/README.md) - This MCP server integrates with Google Drive to allow listing, reading, and searching over files. - [A git MCP server](catalog/modelcontextprotocol/servers/git/README.md) - A Model Context Protocol (MCP) server for git repositories. - [GitHub MCP Server](catalog/modelcontextprotocol/servers/github/README.md) - An MCP server for GitHub. It allows you to interact with GitHub repositories using the Model Context Protocol (MCP). - [GitLab MCP Server](catalog/modelcontextprotocol/servers/gitlab/README.md) - MCP Server for the GitLab API, enabling project management, file operations, and more. - [Google Maps MCP Server](catalog/modelcontextprotocol/servers/google-maps/README.md) - MCP Server for the Google Maps API. - [Knowledge Graph Memory Server](catalog/modelcontextprotocol/servers/memory/README.md) - A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats. - [PostgreSQL](catalog/modelcontextprotocol/servers/postgres/README.md) - A Model Context Protocol server that provides read-only access to PostgreSQL databases. This server enables LLMs to inspect database schemas and execute read-only queries. - [Puppeteer](catalog/modelcontextprotocol/servers/puppeteer/README.md) - A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment. - [Sentry MCP server](catalog/modelcontextprotocol/servers/sentry/README.md) - Interact with Sentry using the Model Context Protocol (MCP). - [Slack MCP Server](catalog/modelcontextprotocol/servers/slack/README.md) - MCP Server for the Slack API, enabling Claude to interact with Slack workspaces. - [SQLite MCP Server](catalog/modelcontextprotocol/servers/sqlite/README.md) - A Model Context Protocol (MCP) server for SQLite databases. - [IDA Pro MCP](catalog/mrexodia/ida-pro-mcp/ida-pro-mcp/README.md) - Simple [MCP Server](https://modelcontextprotocol.io/introduction) to allow vibe reversing in IDA Pro. - [godoc-mcp](catalog/mrjoshuak/godoc-mcp/godoc-mcp/README.md) - godoc-mcp is a Model Context Protocol (MCP) server that provides efficient access to Go documentation. - [MCP OpenAI Server](catalog/mzxrai/mcp-openai/mcp-openai/README.md) - A Model Context Protocol (MCP) server that lets you seamlessly use OpenAI's models right from Claude. - [Yahoo Finance MCP Server](catalog/narumiruna/yfinance-mcp/yfinance-mcp/README.md) - A simple MCP server for Yahoo Finance using yfinance. This server provides a set of tools to fetch stock data, news, and other financial information. - [Needle MCP Server](catalog/needle-ai/needle-mcp/needle-mcp/README.md) - MCP (Model Context Protocol) server to manage documents and perform searches using [Needle](https://needle-ai.com) through Claudes Desktop Application. - [Neon MCP Server](catalog/neondatabase/mcp-server-neon/mcp-server-neon/README.md) - Neon MCP Server is an open-source tool that lets you interact with your Neon Postgres databases in natural language. - [Jira MCP](catalog/nguyenvanduocit/jira-mcp/jira-mcp/README.md) - A Go-based MCP (Model Control Protocol) 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. - [Google Calendar MCP Server](catalog/nspady/google-calendar-mcp/google-calendar-mcp/README.md) - This is a Model Context Protocol (MCP) server that provides integration with Google Calendar. It allows LLMs to read, create, update and search for calendar events through a standardized interface. - [tfmcp: Terraform Model Context Protocol Tool](catalog/nwiizo/tfmcp/tfmcp/README.md) - Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. - [Oceanbase MCP Server](catalog/oceanbase/mcp-oceanbase/mcp-oceanbase/README.md) - MCP Server for OceanBase database and its tools - [Octagon MCP Server](catalog/OctagonAI/octagon-mcp-server/octagon-mcp-server/README.md) - A free Model Context Protocol (MCP) server that integrates with Octagon Market Intelligence API - [octomind mcp server: let agents create and manage e2e tests](catalog/OctoMind-dev/octomind-mcp/octomind-mcp/README.md) - An MCP server for octomind tools, resources and prompts - [mcp-server-unitycatalog: An Unity Catalog MCP server](catalog/ognis1205/mcp-server-unitycatalog/mcp-server-unitycatalog/README.md) - Unity Catalog AI Model Context Protocol Server - [Paper Search MCP](catalog/openags/paper-search-mcp/paper-search-mcp/README.md) - A Model Context Protocol (MCP) server for searching and downloading academic papers from multiple sources, including arXiv, PubMed, bioRxiv, and Sci-Hub (optional). Designed for seamless integration with large language models like Claude Desktop. - [Airbnb MCP Server](catalog/openbnb-org/mcp-server-airbnb/mcp-server-airbnb/README.md) - MCP Server for searching Airbnb and get listing details. - [Open Data Model Context Protocol](catalog/OpenDataMCP/OpenDataMCP/open-data-mcp/README.md) - Connect any Open Data to any LLM with Model Context Protocol. - [Gitee MCP Server](catalog/oschina/mcp-gitee/mcp-gitee/README.md) - Gitee MCP Server is a Model Context Protocol (MCP) server implementation for Gitee. It provides a set of tools for interacting with Gitee's API, allowing AI assistants to manage repositories, issues, pull requests, and more. - [ServiceNow MCP Server](catalog/osomai/servicenow-mcp/servicenow-mcp/README.md) - A Model Completion Protocol (MCP) server implementation for ServiceNow, allowing Claude to interact with ServiceNow instances. - [Oxylabs MCP Server](catalog/oxylabs/oxylabs-mcp/oxylabs-mcp/README.md) - The Oxylabs MCP server provides a bridge between AI models and the web. It enables them to scrape any URL, render JavaScript-heavy pages, extract and format content for AI use, bypass anti-scraping measures, and access geo-restricted web data from 195+ countries. - [Azure Data Explorer MCP Server](catalog/pab1it0/adx-mcp-server/adx-mcp-server/README.md) - A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces. - [Chess.com MCP Server](catalog/pab1it0/chess-mcp/chess-mcp/README.md) - An MCP server for Chess.com's Published Data API. - [Prometheus MCP Server](catalog/pab1it0/prometheus-mcp-server/prometheus-mcp-server/README.md) - An MCP server for Prometheus. - [Tripadvisor MCP Server](catalog/pab1it0/tripadvisor-mcp/tripadvisor-mcp/README.md) - An MCP server for Tripadvisor Content API. - [Paddle MCP Server](catalog/PaddleHQ/paddle-mcp-server/paddle-mcp-server/README.md) - This is a [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) server that provides tools for interacting with the Paddle API. - [PostHog MCP Server ](catalog/PostHog/posthog-mcp/posthog-mcp/README.md) - A Model Context Protocol (MCP) server for interacting with PostHog. Create annotations and manage projects directly through Claude Desktop! - [Chroma MCP Server](catalog/privetin/chroma/chroma/README.md) - A Model Context Protocol (MCP) server implementation that provides vector database capabilities through Chroma. This server enables semantic document search, metadata filtering, and document management with persistent storage. - [Dataset Viewer MCP Server](catalog/privetin/dataset-viewer/dataset-viewer/README.md) - An MCP server for interacting with the [Hugging Face Dataset Viewer API](https://huggingface.co/docs/dataset-viewer), providing capabilities to browse and analyze datasets hosted on the Hugging Face Hub. - [NASA MCP Server](catalog/ProgramComputer/NASA-MCP-server/nasa-mcp-server/README.md) - A Model Context Protocol (MCP) server for NASA APIs, providing a standardized interface for AI models to interact with NASA's vast array of data sources. This server implements the official Model Context Protocol specification. - [Hacker News MCP Server](catalog/pskill9/hn-server/hn-server/README.md) - A Model Context Protocol (MCP) server that provides tools for fetching stories from Hacker News. This server parses the HTML content from news.ycombinator.com and provides structured data for different types of stories (top, new, ask, show, jobs). - [Web Search MCP Server](catalog/pskill9/web-search/web-search/README.md) - A Model Context Protocol (MCP) server that enables free web searching using Google search results, with no API keys required. - [Website Downloader MCP Server](catalog/pskill9/website-downloader/website-downloader/README.md) - This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally. - [Logfire MCP Server](catalog/pydantic/logfire-mcp/logfire-mcp/README.md) - This repository contains a Model Context Protocol (MCP) server with tools that can access the OpenTelemetry traces and - [any-chat-completions-mcp MCP Server](catalog/pyroprompts/any-chat-completions-mcp/any-chat-completions-mcp/README.md) - Integrate Claude with Any OpenAI SDK Compatible Chat Completion API - OpenAI, Perplexity, Groq, xAI, PyroPrompts and more. - [JMeter MCP Server](catalog/QAInsights/jmeter-mcp-server/jmeter-mcp-server/README.md) - This is a Model Context Protocol (MCP) server that allows executing JMeter tests through MCP-compatible clients. - [k6-mcp-server](catalog/QAInsights/k6-mcp-server/k-6-mcp-server/README.md) - A Model Context Protocol (MCP) server implementation for running k6 load tests. - [locust-mcp-server](catalog/QAInsights/locust-mcp-server/locust-mcp-server/README.md) - A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing capabilities with AI-powered development environments. - [Qdrant MCP server](catalog/qdrant/mcp-server-qdrant/mcp-server-qdrant/README.md) - An official Qdrant Model Context Protocol (MCP) server implementation. - [Security Audit Tool](catalog/qianniuspace/mcp-security-audit/mcp-security-audit/README.md) - A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks. - [Coincap MCP](catalog/QuantGeekDev/coincap-mcp/coincap-mcp/README.md) - A coincap mcp server to access crypto data from coincap API. - [Docker MCP](catalog/QuantGeekDev/docker-mcp/docker-mcp/README.md) - A powerful Model Context Protocol (MCP) server for Docker operations, enabling seamless container and compose stack management through Claude AI. - [ MongoDB MCP Server for LLMS](catalog/QuantGeekDev/mongo-mcp/mongo-mcp/README.md) - A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases. Query collections, inspect schemas, and manage data seamlessly through natural language. - [FirstCycling MCP Server](catalog/r-huijts/firstcycling-mcp/firstcycling-mcp/README.md) - This is a Model Context Protocol (MCP) server that provides professional cycling data from FirstCycling. It allows you to retrieve comprehensive information about professional cyclists, race results, race details, and historical cycling data. - [NS Travel Information MCP Server](catalog/r-huijts/ns-mcp-server/ns-mcp-server/README.md) - Transform your AI assistant into a Dutch railways expert! This MCP server connects Claude to real-time NS (Nederlandse Spoorwegen) travel information, making it your perfect companion for navigating the Netherlands by train. - [Oorlogsbronnen MCP Server](catalog/r-huijts/oorlogsbronnen-mcp/oorlogsbronnen-mcp/README.md) - A Model Context Protocol (MCP) server that provides AI-powered access to the Oorlogsbronnen (War Sources) database. This server enables natural language interactions with historical World War II archives from the Netherlands. - [Rijksmuseum MCP Server](catalog/r-huijts/rijksmuseum-mcp/rijksmuseum-mcp/README.md) - A Model Context Protocol (MCP) server that provides access to the Rijksmuseum's collection through natural language interactions. This server enables AI models to explore, analyze, and interact with artworks and collections from the Rijksmuseum. - [Strava MCP Server](catalog/r-huijts/strava-mcp/strava-mcp/README.md) - This project implements a Model Context Protocol (MCP) server in TypeScript that acts as a bridge to the Strava API. It exposes Strava data and functionalities as "tools" that Large Language Models (LLMs) can utilize through the MCP standard. - [RAD Security MCP Server](catalog/rad-security/mcp-server/mcp-server/README.md) - A Model Context Protocol (MCP) server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. - [OneNote MCP Server](catalog/rajvirtual/MCP-Servers/onenote/README.md) - A Model Context Protocol (MCP) server that provides AI assistants with access to Microsoft OneNote. This server enables AI models to read from and write to OneNote notebooks, sections, and pages. - [Ramp MCP server](catalog/ramp-public/ramp-mcp/ramp-mcp/README.md) - A Model Context Protocol server for retrieving and analyzing data or running tasks for Ramp using Developer API. In order to get around token and input size limitations, this server implements a simple ETL pipeline + ephemeral sqlite database in memory for analysis by an LLM. - [MCP Server for Intercom](catalog/raoulbia-ai/mcp-server-for-intercom/mcp-server-for-intercom/README.md) - An MCP-compliant server for retrieving customer support tickets from Intercom. This tool enables AI assistants like Claude Desktop and Cline to access and analyze your Intercom support tickets. - [MCP Server for ArangoDB](catalog/ravenwits/mcp-server-arangodb/mcp-server-arangodb/README.md) - A Model Context Protocol server for ArangoDB - [MCP Server for Data Exploration](catalog/reading-plus-ai/mcp-server-data-exploration/mcp-server-data-exploration/README.md) - MCP Server is a versatile tool designed for interactive data exploration. - [MCP Server for Deep Research](catalog/reading-plus-ai/mcp-server-deep-research/mcp-server-deep-research/README.md) - MCP Server for Deep Research is a tool designed for conducting comprehensive research on complex topics. It helps you explore questions in depth, find relevant sources, and generate structured research reports. - [@reapi/mcp-openapi](catalog/ReAPI-com/mcp-openapi/mcp-openapi/README.md) - A Model Context Protocol (MCP) server that loads and serves multiple OpenAPI specifications to enable LLM-powered IDE integrations. This server acts as a bridge between your OpenAPI specifications and LLM-powered development tools like Cursor and other code editors. - [AWS MCP Server](catalog/rishikavikondala/mcp-server-aws/mcp-server-aws/README.md) - A [Model Context Protocol](https://www.anthropic.com/news/model-context-protocol) server implementation for AWS operations that currently supports S3 and DynamoDB services. All operations are automatically logged and can be accessed through the audit://aws-operations resource endpoint. - [CVE-Search MCP Server](catalog/roadwy/cve-search_mcp/cve-search-mcp/README.md) - A Model Context Protocol (MCP) server for querying the CVE-Search API - [Rootly MCP Server](catalog/Rootly-AI-Labs/Rootly-MCP-server/rootly-mcp-server/README.md) - An MCP server for [Rootly API](https://docs.rootly.com/api-reference/overview) that you can plug into your favorite MCP-compatible editors like Cursor, Windsurf, and Claude. Resolve production incidents in under a minute without leaving your IDE. - [MCP Server for Asana](catalog/roychri/mcp-server-asana/mcp-server-asana/README.md) - This Model Context Protocol server implementation of Asana allows you - [Deepseek Thinker MCP Server](catalog/ruixingshi/deepseek-thinker-mcp/deepseek-thinker-mcp/README.md) - A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from a local Ollama server. - [LlamaCloud MCP Server](catalog/run-llama/mcp-server-llamacloud/mcp-server-llamacloud/README.md) - A MCP server connecting to multiple managed indexes on [LlamaCloud](https://cloud.llamaindex.ai/) - [MCP Alchemy](catalog/runekaagaard/mcp-alchemy/mcp-alchemy/README.md) - An MCP server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL. - [Crypto Trader MCP Tool](catalog/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop/crypto-trader-mcp-claude-desktop/README.md) - An MCP (Model Context Protocol) tool that provides cryptocurrency market data using the CoinGecko API, specifically designed for Claude Desktop. - [Weather MCP Tool](catalog/SaintDoresh/Weather-MCP-ClaudeDesktop/weather-mcp-claude-desktop/README.md) - An MCP (Model Context Protocol) tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API, specifically designed for Claude Desktop. - [YFinance Trader MCP Tool for Claude Desktop](catalog/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop/yfinance-trader-mcp-claude-desktop/README.md) - An MCP (Model Context Protocol) tool that provides stock market data and trading capabilities using the yfinance library, specifically adapted for Claude Desktop. - [Monday.com MCP server](catalog/sakce/mcp-server-monday/mcp-server-monday/README.md) - MCP Server for monday.com, enabling MCP clients to interact with Monday.com boards, items, updates, and documents. - [Package Version MCP Server](catalog/sammcj/mcp-package-version/mcp-package-version/README.md) - An MCP server that provides tools for checking latest stable package versions from multiple package registries. - [SonarQube MCP Server](catalog/sapientpants/sonarqube-mcp-server/sonarqube-mcp-server/README.md) - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and analysis results. - [Discord MCP](catalog/SaseQ/discord-mcp/discord-mcp/README.md) - A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) server for the Discord API [(JDA)](https://jda.wiki/), - [VRChat MCP Server](catalog/sawa-zen/vrchat-mcp/vrchat-mcp/README.md) - The VRChat MCP server provides a way to access VRChat's API endpoints in a structured manner. It supports a wide range of functionalities, including user authentication, retrieving user and friend information, accessing avatar and world data, and more. - [Anki MCP Server](catalog/scorzeth/anki-mcp-server/anki-mcp-server/README.md) - An MCP server implementation that connects to a locally running Anki, providing card review and creation. - [Scrapeless Mcp Server](catalog/scrapeless-ai/scrapeless-mcp-server/scrapeless-mcp-server/README.md) - Seamlessly integrate real-time Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications using the Scrapeless MCP server. - [ScreenshotOne MCP Server](catalog/screenshotone/mcp/mcp/README.md) - A simple implementation of an MCP server for the ScreenshotOne API - [MCP Claude Code](catalog/SDGLBL/mcp-claude-code/mcp-claude-code/README.md) - An implementation of Claude Code capabilities using the Model Context Protocol (MCP). - [MCP-searxng](catalog/SecretiveShell/MCP-searxng/mcp-searxng/README.md) - An MCP server for connecting agentic systems to search systems via [searXNG](https://docs.searxng.org/). - [MCP-timeserver](catalog/SecretiveShell/MCP-timeserver/mcp-timeserver/README.md) - A simple MCP server that exposes datetime information to agentic systems and chat REPLs - [MCP-wolfram-alpha](catalog/SecretiveShell/MCP-wolfram-alpha/mcp-wolfram-alpha/README.md) - A MCP server to connect to wolfram alpha API. - [MCP System Monitor](catalog/seekrays/mcp-monitor/mcp-monitor/README.md) - A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). 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Built on top of [spotipy-dev's API](https://github.com/spotipy-dev/spotipy/tree/2.24.0). - [Vectorize MCP Server](catalog/vectorize-io/vectorize-mcp-server/vectorize-mcp-server/README.md) - A Model Context Protocol (MCP) server implementation that integrates with [Vectorize](https://vectorize.io/) for advanced Vector retrieval and text extraction. - [Verodat MCP Server](catalog/Verodat/verodat-mcp-server/verodat-mcp-server/README.md) - Verodat MCP Server Implementation - [VeyraX MCP](catalog/VeyraX/veyrax-mcp/veyrax-mcp/README.md) - Single tool to control them all VeyraX MCP is the only connection you need to access all your tools in any MCP-compatible environment. - [mcp-pandoc: A Document Conversion MCP Server](catalog/vivekVells/mcp-pandoc/mcp-pandoc/README.md) - Officially included in the [Model Context Protocol servers](https://github.com/modelcontextprotocol/servers/blob/main/README.md) open-source project. - [MCP Azure DevOps Server](catalog/Vortiago/mcp-azure-devops/mcp-azure-devops/README.md) - A Model Context Protocol (MCP) server enabling AI assistants to interact with Azure DevOps services. - [Firecrawl MCP Server](catalog/vrknetha/mcp-server-firecrawl/mcp-server-firecrawl/README.md) - A Model Context Protocol (MCP) server implementation that integrates with [Firecrawl](https://github.com/mendableai/firecrawl) for web scraping capabilities. - [Wanaku - A MCP Router that connects everything](catalog/wanaku-ai/wanaku/wanaku/README.md) - The Wanaku MCP Router is a router for AI-enabled applications powered by the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/). - [mcp-k8s-eye](catalog/wenhuwang/mcp-k8s-eye/mcp-k-8-s-eye/README.md) - mcp-k8s-eye is a tool that can manage kubernetes cluster and analyze workload status. - [Eunomia MCP Server](catalog/whataboutyou-ai/eunomia-MCP-server/eunomia-mcp-server/README.md) - Eunomia MCP Server is an extension of the \[Eunomia]\[eunomia-repo] framework that connects Eunomia instruments with \[MCP]\[mcp-docs] servers. It provides a simple way to orchestrate data governance policies (like PII detection or user access control) and seamlessly integrate them with external server processes in the MCP ecosystem. - [Desktop Commander MCP](catalog/wonderwhy-er/DesktopCommanderMCP/desktop-commander-mcp/README.md) - Search, update, manage files and run terminal commands with AI - [Xero MCP Server](catalog/XeroAPI/xero-mcp-server/xero-mcp-server/README.md) - This is a Model Context Protocol (MCP) server implementation for Xero. It provides a bridge between the MCP protocol and Xero's API, allowing for standardized access to Xero's accounting and business features. - [mcp-google-sheets: A Google Sheets MCP server](catalog/xing5/mcp-google-sheets/mcp-google-sheets/README.md) - This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets. - [Model Context Protocol Server for Apache OpenDAL](catalog/Xuanwo/mcp-server-opendal/mcp-server-opendal/README.md) - A Model Context Protocol (MCP) server implementation that provides access to various storage services via [Apache OpenDAL](https://opendal.apache.org/). - [mcp-rquest](catalog/xxxbrian/mcp-rquest/mcp-rquest/README.md) - A Model Context Protocol (MCP) server that provides advanced HTTP request capabilities for Claude and other LLMs. Built on [rquest](https://github.com/0x676e67/rquest), this server enables realistic browser emulation with accurate TLS/JA3/JA4 fingerprints, allowing models to interact with websites more naturally and bypass common anti-bot measures. 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It allows AI assistants to perform operations such as: - [MCP-Typescribe - an MCP Server providing LLMs API information](catalog/yWorks/mcp-typescribe/mcp-typescribe/README.md) - An MCP server implementation enabling LLMs to work with new APIs and frameworks - [Google Tasks MCP Server](catalog/zcaceres/gtasks-mcp/gtasks-mcp/README.md) - This MCP server integrates with Google Tasks to allow listing, reading, searching, creating, updating, and deleting tasks. - [Markdownify MCP Server](catalog/zcaceres/markdownify-mcp/markdownify-mcp/README.md) - Markdownify is a Model Context Protocol (MCP) server that converts various file types and web content to Markdown format. 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It provides a set of tools to transform PDFs, images, audio files, web pages, and more into easily readable and shareable Markdown text. - [duckduckgo-search MCP Server](catalog/zhsama/duckduckgo-mpc-server/duckduckgo-mpc-server/README.md) - A Model Context Protocol server for DuckDuckGo Search - [go-mcp-mysql](catalog/Zhwt/go-mcp-mysql/go-mcp-mysql/README.md) - Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with MySQL and automation. - [ClaudePost](catalog/ZilongXue/claude-post/claude-post/README.md) - A Model Context Protocol (MCP) server that provides a seamless email management interface through Claude. This integration allows you to handle emails directly through natural language conversations with Claude, supporting features like searching, reading, and sending emails securely. - [Amazon Bedrock MCP Server](catalog/zxkane/mcp-server-amazon-bedrock/mcp-server-amazon-bedrock/README.md) - A Model Control Protocol (MCP) server that integrates with Amazon Bedrock's Nova Canvas model for AI image generation. - [21st.dev Magic](https://github.com/21st-dev/magic-mcp) - Create crafted UI components inspired by the best 21st.dev design engineers. - [Adfin](https://github.com/Adfin-Engineering/mcp-server-adfin) - The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with [Adfin](https://www.adfin.com/). - [AgentQL](https://github.com/tinyfish-io/agentql-mcp) - Enable AI agents to get structured data from unstructured web with [AgentQL](https://www.agentql.com/). - [AgentRPC](https://github.com/agentrpc/agentrpc) - Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/). - [Agile Luminary](https://github.com/AgileLuminary/mcp-agile-luminary) - Simpler Project Management - send [Agile Luminary](https://agileluminary.com) stories straight to your IDE - [Aiven](https://github.com/Aiven-Open/mcp-aiven) - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL, Apache Kafka, ClickHouse and OpenSearch services - [ALAPI](https://github.com/ALAPI-SDK/mcp-alapi-cn) - ALAPI MCP Tools,Call hundreds of API interfaces via MCP - [Alby Bitcoin Payment MCP](https://github.com/getAlby/mcp/) - Connect any bitcoin lightning wallet to agents to send and receive payments instantly at low cost. - [Allyson](https://github.com/isaiahbjork/allyson-mcp) - AI-powered SVG animation generator that transforms static files into animated SVG components using the [Allyson](https://allyson.ai) platform - [AlibabaCloud DevOps MCP](https://github.com/aliyun/alibabacloud-devops-mcp-server) - Yunxiao MCP Server provides AI assistants with the ability to interact with the [Yunxiao platform](https://devops.aliyun.com). - [AllVoiceLab](https://www.allvoicelab.com/mcp) - An AI voice toolkit with TTS, voice cloning, and video translation, now available as an MCP server for smarter agent integration. - [Apache Doris](https://github.com/apache/doris-mcp-server) - MCP Server For [Apache Doris](https://doris.apache.org/), an MPP-based real-time data warehouse. - [Apify](https://github.com/apify/actors-mcp-server) - [Actors MCP Server](https://apify.com/apify/actors-mcp-server): Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more - [APIMatic MCP](https://github.com/apimatic/apimatic-validator-mcp) - APIMatic MCP Server is used to validate OpenAPI specifications using [APIMatic](https://www.apimatic.io/). The server processes OpenAPI files and returns validation summaries by leveraging APIMatics API. - [Armor Crypto MCP](https://github.com/armorwallet/armor-crypto-mcp) - MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more. - [Atla](https://github.com/atla-ai/atla-mcp-server) - Enable AI agents to interact with the [Atla API](https://docs.atla-ai.com/) for state-of-the-art LLMJ evaluation. - [Atlan](https://github.com/atlanhq/agent-toolkit/tree/main/modelcontextprotocol) - Official MCP Server from [Atlan](https://atlan.com) which enables you to bring the power of metadata to your AI tools - [Audiense Insights](https://github.com/AudienseCo/mcp-audiense-insights) - Marketing insights and audience analysis from [Audiense](https://www.audiense.com/products/audiense-insights) reports, covering demographic, cultural, influencer, and content engagement analysis. - [AWS Bedrock KB Retrieval](https://github.com/awslabs/mcp/tree/main/src/bedrock-kb-retrieval-mcp-server) - Query Amazon Bedrock Knowledge Bases using natural language to retrieve relevant information from your data sources. - [AWS CDK](https://github.com/awslabs/mcp/tree/main/src/cdk-mcp-server) - Get prescriptive CDK advice, explain CDK Nag rules, check suppressions, generate Bedrock Agent schemas, and discover AWS Solutions Constructs patterns. - [AWS Core](https://github.com/awslabs/mcp/tree/main/src/core-mcp-server) - Core AWS MCP server providing prompt understanding and server management capabilities. - [AWS Cost Analysis](https://github.com/awslabs/mcp/tree/main/src/cost-analysis-mcp-server) - Analyze CDK projects to identify AWS services used and get pricing information from AWS pricing webpages and API. - [AWS Documentation](https://github.com/awslabs/mcp/tree/main/src/aws-documentation-mcp-server) - Fetch, convert, and search AWS documentation pages, with recommendations for related content. - [AWS Nova Canvas](https://github.com/awslabs/mcp/tree/main/src/nova-canvas-mcp-server) - Generate images using Amazon Nova Canvas with text prompts and color guidance. - [Axiom](https://github.com/axiomhq/mcp-server-axiom) - Query and analyze your Axiom logs, traces, and all other event data in natural language - [Bankless Onchain](https://github.com/bankless/onchain-mcp) - Query Onchain data, like ERC20 tokens, transaction history, smart contract state. - [Baserow](https://baserow.io/user-docs/mcp-server) - Read and write access to your Baserow tables. - [Box](https://github.com/box-community/mcp-server-box) - Interact with the Intelligent Content Management platform through Box AI. - [Bright Data](https://github.com/brightdata/brightdata-mcp) - Discover, extract, and interact with the web - one interface powering automated access across the public internet. - [Browserbase](https://github.com/browserbase/mcp-server-browserbase) - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) - [BrowserStack](https://github.com/browserstack/mcp-server) Bring the full power of BrowserStacks [Test Platform](https://www.browserstack.com/test-platform) to your AI tools, making testing faster and easier for every developer and tester on your team. - [Bucket](https://github.com/bucketco/bucket-javascript-sdk/tree/main/packages/cli#model-context-protocol) - Flag features, manage company data, and control feature access using [Bucket](https://bucket.co) - [Buildable](https://github.com/chunkydotdev/bldbl-mcp) - Official MCP server for Buildable AI-powered development platform. Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects. - [Buildkite](https://github.com/buildkite/buildkite-mcp-server) - Manage [Buildkite](https://buildkite.com) pipelines and builds. - [Campertunity](https://github.com/campertunity/mcp-server) - Search campgrounds around the world on campertunity, check availability, and provide booking links. - [Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). - [Chart](https://github.com/antvis/mcp-server-chart) - A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis). - [Chroma](https://github.com/chroma-core/chroma-mcp) - Embeddings, vector search, document storage, and full-text search with the open-source AI application database - [Chronulus AI](https://github.com/ChronulusAI/chronulus-mcp) - Predict anything with Chronulus AI forecasting and prediction agents. - [CircleCI](https://github.com/CircleCI-Public/mcp-server-circleci) - Enable AI Agents to fix build failures from CircleCI. - [ClickHouse](https://github.com/ClickHouse/mcp-clickhouse) - Query your [ClickHouse](https://clickhouse.com/) database server. - [Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare) - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1) - [CoinGecko](https://docs.coingecko.com/reference/mcp-server/) - Official [CoinGecko API](https://www.coingecko.com/en/api) MCP Server for Crypto Price & Market Data, across 200+ blokchain networks and 8M+ tokens. - [Comet Opik](https://github.com/comet-ml/opik-mcp) - Query and analyze your [Opik](https://github.com/comet-ml/opik) logs, traces, prompts and all other telemtry data from your LLMs in natural language. - [Context 7](https://github.com/upstash/context7-mcp) - Context7 MCP - Up-to-date Docs For Any Cursor Prompt - [Convex](https://stack.convex.dev/convex-mcp-server) - Introspect and query your apps deployed to Convex. - [Coresignal](https://github.com/Coresignal-com/coresignal-mcp/) - Access comprehensive B2B data on companies, employees, and job postings for your LLMs and AI workflows. - [Couchbase](https://github.com/Couchbase-Ecosystem/mcp-server-couchbase) - Interact with the data stored in Couchbase clusters using natural language. - [CRIC Wuye AI](https://github.com/wuye-ai/mcp-server-wuye-ai) - Interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry. - [Cua](https://github.com/trycua/cua/tree/main/libs/mcp-server) - MCP server for the Computer-Use Agent (CUA), allowing you to run CUA through Claude Desktop or other MCP clients. - [Currents](https://github.com/currents-dev/currents-mcp) - Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev). - [Cycode](https://github.com/cycodehq/cycode-cli#mcp-command-experiment) - Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning with [Cycode](https://cycode.com/). - [DAISYS](https://github.com/daisys-ai/daisys-mcp) - Generate high-quality text-to-speech and text-to-voice outputs using the [DAISYS](https://www.daisys.ai/) platform. - [Dart](https://github.com/its-dart/dart-mcp-server) - Interact with task, doc, and project data in [Dart](https://itsdart.com), an AI-native project management tool - [Dash0](https://github.com/dash0hq/mcp-dash0) - Navigate your OpenTelemetry resources, investigate incidents and query metrics, logs and traces on [Dash0](https://www.dash0.com/). - [DataWorks](https://github.com/aliyun/alibabacloud-dataworks-mcp-server) - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly. - [DealX](https://github.com/DealExpress/mcp-server) - MCP Server for DealX platform - [Debugg AI](https://github.com/debugg-ai/debugg-ai-mcp) - Enable your code gen agents to create & run 0-config end-to-end tests against new code changes in remote browsers via the [Debugg AI](https://debugg.ai) testing platform. - [dbt](https://github.com/dbt-labs/dbt-mcp) - 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. - [Decodo](https://github.com/Decodo/decodo-mcp-server) - Easy web data access. Simplified retrieval of information from websites and online sources. - [DevHub](https://github.com/devhub/devhub-cms-mcp) - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform - [DeepResearch](https://github.com/OctagonAI/octagon-deep-research-mcp) - Lightning-Fast, High-Accuracy Deep Research Agent 810x faster Greater depth & accuracy Unlimited parallel runs - [DeepWiki by Devin](https://docs.devin.ai/work-with-devin/deepwiki-mcp) - Remote, no-auth MCP server providing AI-powered codebase context and answers - [DexPaprika](https://github.com/coinpaprika/dexpaprika-mcp) - Access real-time DEX analytics across 20+ blockchains with [DexPaprika API](https://docs.dexpaprika.com), tracking 5M+ tokens, pools, volumes, and historical market data. Built by CoinPaprika. - [Digma](https://github.com/digma-ai/digma-mcp-server) - A code observability MCP enabling dynamic code analysis based on OTEL/APM data to assist in code reviews, issues identification and fix, highlighting risky code etc. - [DINO-X](https://github.com/IDEA-Research/DINO-X-MCP) - Advanced computer vision and object detection MCP server powered by Dino-X, enabling AI agents to analyze images, detect objects, identify keypoints, and perform visual understanding tasks. - [Drand](https://github.com/randa-mu/drand-mcp-server) - An MCP server for fetching verifiable random numbers from the [drand network](https://drand.love). - [E2B](https://github.com/e2b-dev/mcp-server) - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) - [EdgeOne Pages MCP](https://github.com/TencentEdgeOne/edgeone-pages-mcp) - An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL. - [EduBase](https://github.com/EduBase/MCP) - Interact with [EduBase](https://www.edubase.net), a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities - [eSignatures](https://github.com/esignaturescom/mcp-server-esignatures) - Contract and template management for drafting, reviewing, and sending binding contracts. - [ELEMENT.FM](https://gitlab.com/elementfm/mcp) - Create and publish unlimited podcast shows and episodes with [ELEMENT.FM](https://element.fm) - [ElevenLabs](https://github.com/elevenlabs/elevenlabs-mcp) - The official ElevenLabs MCP server - [Exa](https://github.com/exa-labs/exa-mcp-server) - Search Engine made for AIs by [Exa](https://exa.ai) - [FetchSERP](https://github.com/fetchSERP/fetchserp-mcp-server-node) - All-in-One SEO & Web Intelligence Toolkit API [FetchSERP](https://www.fetchserp.com) - [Fewsats](https://github.com/Fewsats/fewsats-mcp) - Enable AI Agents to purchase anything in a secure way using [Fewsats](https://fewsats.com) - [Fibery](https://github.com/Fibery-inc/fibery-mcp-server) - Perform queries and entity operations in your [Fibery](https://fibery.io) workspace. - [Financial Datasets](https://github.com/financial-datasets/mcp-server) - Stock market API made for AI agents - [Firecrawl](https://github.com/mendableai/firecrawl-mcp-server) - Extract web data with [Firecrawl](https://firecrawl.dev) - [Fireproof](https://github.com/fireproof-storage/mcp-database-server) - Immutable ledger database with live synchronization - [Fulcra Context](https://github.com/fulcradynamics/fulcra-context-mcp) - Fulcra Context MCP server for accessing your personal health, workouts, sleep, location, and more, all privately. Built around [Context by Fulcra](https://www.fulcradynamics.com/). - [GitHub](https://github.com/github/github-mcp-server) - GitHub's official MCP Server - [Gitee](https://github.com/oschina/mcp-gitee) - Gitee API integration, repository, issue, and pull request management, and more. - [GitKraken](https://github.com/gitkraken/gk-cli) - 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. - [Globalping](https://github.com/jsdelivr/globalping-mcp-server) - Network access with the ability to run commands like ping, traceroute, mtr, http, dns resolve. - [Google Cloud Run](https://github.com/GoogleCloudPlatform/cloud-run-mcp) - Official MCP Server to deploy to [Google Cloud Run](https://cloud.google.com/run). - [gotoHuman](https://github.com/gotohuman/gotohuman-mcp-server) - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox. - [Grafana](https://github.com/grafana/mcp-grafana) - Search dashboards, investigate incidents and query datasources in your Grafana instance - [Graphlit](https://github.com/graphlit/graphlit-mcp-server) - Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable [Graphlit](https://www.graphlit.com) project. - [GreptimeDB](https://github.com/GreptimeTeam/greptimedb-mcp-server) - Provides AI assistants with a secure and structured way to explore and analyze data in [GreptimeDB](https://github.com/GreptimeTeam/greptimedb). - [GrowthBook](https://github.com/growthbook/growthbook-mcp) Create and read feature flags, review experiments, generate flag types, search docs, and interact with GrowthBook's feature flagging and experimentation platform. - [Harness](https://github.com/harness/mcp-server) - Access and interact with Harness platform data, including pipelines, repositories, logs, and artifact registries. - [Hologres](https://github.com/aliyun/alibabacloud-hologres-mcp-server) - Connect to a [Hologres](https://www.alibabacloud.com/en/product/hologres) instance, get table metadata, query and analyze data. - [Hostinger](https://github.com/hostinger/api-mcp-server) - Official [Hostinger API](https://developers.hostinger.com/) MCP server for services managment. - [Hydrolix](https://github.com/hydrolix/mcp-hydrolix) - Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows. - [Hyperbrowser](https://github.com/hyperbrowserai/mcp) - [Hyperbrowser](https://www.hyperbrowser.ai/) is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation. - [IBM wxflows](https://github.com/IBM/wxflows/tree/main/examples/mcp/javascript) - Tool platform by IBM to build, test and deploy tools for any data source - [ForeverVM](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server) - Run Python in a code sandbox. - [Inbox Zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) - AI personal assistant for email [Inbox Zero](https://www.getinboxzero.com) - [Inkeep](https://github.com/inkeep/mcp-server-python) - RAG Search over your content powered by [Inkeep](https://inkeep.com) - [InstantDB](https://github.com/instantdb/instant/tree/main/client/packages/mcp) - Create, manage, and update applications on InstantDB, the modern Firebase. - [Integration App](https://github.com/integration-app/mcp-server) - Interact with any other SaaS applications on behalf of your customers. - [IP2Location.io](https://github.com/ip2location/mcp-ip2location-io) - IP2Location.io API integration to retrieve the geolocation information for an IP address. - [IPLocate](https://github.com/iplocate/mcp-server-iplocate) - Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io - [JetBrains](https://github.com/JetBrains/mcp-jetbrains) Work on your code with JetBrains IDEs - [Jetty.io](https://github.com/jettyio/mlcbakery/tree/main/mcp_server) Work on dataset metadata with MLCommons Croissant validation and creation. - [Kagi Search](https://github.com/kagisearch/kagimcp) - Search the web using Kagi's search API - [Keboola](https://github.com/keboola/keboola-mcp-server) - Build robust data workflows, integrations, and analytics on a single intuitive platform. - [Knit MCP](https://developers.getknit.dev/docs/knit-mcp-server-getting-started) - Connect with 10,000+ tools across HRIS, ATS, CRM, Accounting, Calendar, Meeting, Ticketing, and more categories. - [Kontent.ai](https://github.com/kontent-ai/mcp-server) - Create, manage, and explore your content and content model using natural language in any MCP-compatible AI tool. - [Last9](https://github.com/last9/last9-mcp-server) - Seamlessly bring real-time production contextlogs, metrics, and tracesinto your local environment to auto-fix code faster. - [Logfire](https://github.com/pydantic/logfire-mcp) - Provides access to OpenTelemetry traces and metrics through Logfire. - [Langfuse Prompt Management](https://github.com/langfuse/mcp-server-langfuse) - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts. - [LINE Official Account](https://github.com/line/line-bot-mcp-server) - Integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account. - [Lingo.dev](https://github.com/lingodotdev/lingo.dev/blob/main/mcp.md) - Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine. - [Mailgun](https://github.com/mailgun/mailgun-mcp-server) - Interact with Mailgun API. - [Mailtrap](https://github.com/railsware/mailtrap-mcp) - Integrates with Mailtrap Email API. - [Make](https://github.com/integromat/make-mcp-server) - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. - [Mapbox](https://github.com/mapbox/mcp-server) - Unlock geospatial intelligence through Mapbox APIs like geocoding, POI search, directions, isochrones and more. - [Mastra/mcp](https://github.com/mastra-ai/mastra/tree/main/packages/mcp) - Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools. - [Mastra/mcp-docs-server](https://github.com/mastra-ai/mastra/tree/main/packages/mcp-docs-server) - Provides AI assistants with direct access to Mastra.ai's complete knowledge base. - [MCP Toolbox for Databases](https://github.com/googleapis/genai-toolbox) - Open source MCP server specializing in easy, fast, and secure tools for Databases. - [Meilisearch](https://github.com/meilisearch/meilisearch-mcp) - Interact & query with Meilisearch (Full-text & semantic search API) - [Mercado Pago](https://mcp.mercadopago.com/) - Mercado Pago's official MCP server, offering tools to interact with our API, simplifying tasks and product integration. - [Metoro](https://github.com/metoro-io/metoro-mcp-server) - Query and interact with kubernetes environments monitored by Metoro - [Milvus](https://github.com/zilliztech/mcp-server-milvus) - Search, Query and interact with data in your Milvus Vector Database. - [MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck) - Query and analyze data with MotherDuck and local DuckDB - [Mureka](https://github.com/SkyworkAI/Mureka-mcp) - generate lyrics, song and background music(instrumental) - [Needle](https://github.com/needle-ai/needle-mcp) - Production-ready RAG out of the box to search and retrieve data from your own documents. - [Neo4j](https://github.com/neo4j-contrib/mcp-neo4j/) - Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory - [Neon](https://github.com/neondatabase/mcp-server-neon) - Interact with the Neon serverless Postgres platform - [Nebula-Block-Data/nebulablock-mcp-server](https://github.com/Nebula-Block-Data/nebulablock-mcp-server) integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools - [Notion](https://github.com/makenotion/notion-mcp-server) - Notion official MCP server - [Notte](https://github.com/nottelabs/notte/tree/main/packages/notte-mcp) - Leverage Notte Web AI agents & cloud browser sessions for scalable browser automation & scraping workflows - [Norman Finance](https://github.com/norman-finance/norman-mcp-server) - MCP server for managing accounting and taxes with Norman Finance. - [OceanBase](https://github.com/oceanbase/mcp-oceanbase) - MCP Server for OceanBase database and its tools - [Octagon](https://github.com/OctagonAI/octagon-mcp-server) - Deliver real-time investment research with extensive private and public market data. - [ocireg](https://github.com/StacklokLabs/ocireg-mcp) - 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. - [OctoEverywhere For 3D Printing](https://octoeverywhere.com/mcp) - A 3D Printing MCP server that allows for querying for live state, webcam snapshots, and 3D printer control. - [OP.GG](https://github.com/opgginc/opgg-mcp) - 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. - [Oxylabs](https://github.com/oxylabs/oxylabs-mcp) - Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction. - [PayPal](https://github.com/paypal/agent-toolkit) - The PayPal Model Context Protocol server allows you to integrate with PayPal APIs through function calling. This protocol supports various tools to interact with different PayPal services. - [Pearl](https://mcp.pearl.com) - Official MCP Server to interact with Pearl API. Connect your AI Agents with 12,000+ certified experts instantly. - [Pearch](https://github.com/Pearch-ai/mcp_pearch) - Best people search engine that reduces the time spent on talent discovery. - [Perplexity](https://github.com/ppl-ai/modelcontextprotocol) - An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI. - [PGYER](https://github.com/PGYER/pgyer-mcp-server) - MCP Server for [PGYER](https://www.pgyer.com/) platform, supports uploading, querying apps, etc. - [Plane](https://github.com/makeplane/plane-mcp-server) - The official Plane MCP server provides integration with Plane APIs, enabling full AI automation of Plane projects, work items, cycles and more. - [Playwright](https://github.com/microsoft/playwright-mcp) - Playwright MCP server - [Plugged.in](https://github.com/VeriTeknik/pluggedin-mcp-proxy) - A comprehensive proxy that combines multiple MCP servers into a single MCP. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers. - [Powerdrill](https://github.com/powerdrillai/powerdrill-mcp) - An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights. - [Prisma Postgres](https://github.com/prisma/mcp) - Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries) - [QA Sphere](https://github.com/Hypersequent/qasphere-mcp) - 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 - [Qdrant](https://github.com/qdrant/mcp-server-qdrant/) - Implement semantic memory layer on top of the Qdrant vector search engine - [RAD Security](https://github.com/rad-security/mcp-server) - Interact with the RAD Security platform which provides AI-powered security insights for Kubernetes and cloud environments. - [Ramp](https://github.com/ramp-public/ramp-mcp) - Interact with [Ramp](https://ramp.com)'s Developer API to run analysis on your spend and gain insights leveraging LLMs - [Raygun](https://github.com/MindscapeHQ/mcp-server-raygun) - Interact with your crash reporting and real using monitoring data on your Raygun account - [Reexpress](https://github.com/ReexpressAI/reexpress_mcp_server) - Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows - [Ref](https://github.com/ref-tools/ref-tools-mcp) - Up-to-date documentation for your coding agent. Covers 1000s of public repos and sites. Built by [ref.tools](https://ref.tools/) - [Rember](https://github.com/rember/rember-mcp) - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats - [RevenueCat](https://www.revenuecat.com/docs/tools/mcp/overview) - Manage your In-app-purchases in [RevenueCat](https://www.revenuecat.com) without leaving your AI coding environment. - [Riza](https://github.com/riza-io/riza-mcp) - Arbitrary code execution and tool-use platform for LLMs by [Riza](https://riza.io) - [Root Signals](https://github.com/root-signals/root-signals-mcp) - Equip AI agents with evaluation and self-improvement capabilities with [Root Signals](https://www.rootsignals.ai/) - [Routine](https://github.com/routineco/mcp-server) - MCP server to interact with [Routine](https://routine.co/): calendars, tasks, notes, etc. - [Search1API](https://github.com/fatwang2/search1api-mcp) - One API for Search, Crawling, and Sitemaps - [Scrapeless](https://github.com/scrapeless-ai/scrapeless-mcp-server) - Integrate real-time [Scrapeless](https://www.scrapeless.com/en) Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. This server enables dynamic context retrieval for AI workflows, chatbots, and research tools. - [Scrapezy](https://github.com/scrapezy/mcp) - Turn websites into datasets with [Scrapezy](https://scrapezy.com) - [ScreenshotOne](https://github.com/screenshotone/mcp/) - Render website screenshots with [ScreenshotOne](https://screenshotone.com/) - [Semgrep](https://github.com/semgrep/mcp) - Enable AI agents to secure code with [Semgrep](https://semgrep.dev/). - [Sentry](https://github.com/getsentry/sentry-mcp) - Official MCP server for [Sentry](https://sentry.io). - [SingleStore](https://github.com/singlestore-labs/mcp-server-singlestore) - Interact with the SingleStore database platform - [SonarQube](https://github.com/SonarSource/sonarqube-mcp-server) - Provides seamless integration with [SonarQube](https://www.sonarsource.com/) Server or Cloud, and enables analysis of code snippets directly within the agent context - [Supabase](https://github.com/supabase-community/supabase-mcp) - Connects to Supabase platform for database, auth, edge functions and more. - [Square](https://github.com/square/square-mcp-server) - A Model Context Protocol (MCP) server for square - [StarRocks](https://github.com/StarRocks/mcp-server-starrocks) - Interact with [StarRocks](https://www.starrocks.io/) - [Stripe](https://github.com/stripe/agent-toolkit) - Interact with Stripe API - [Taskade](https://github.com/taskade/mcp) Connect to the [Taskade platform](https://www.taskade.com/) via MCP. Access tasks, projects, workflows, and AI agents in real-time through a unified workspace and API. - [Taskeract](https://github.com/Acqusys/taskeract-mcp) - Official Taskeract MCP Server for integrating your [Taskeract](https://www.taskeract.com/) project tasks and load the context of your tasks into your MCP enabled app. - [Tavily](https://github.com/tavily-ai/tavily-mcp) - Search engine for AI agents (search + extract) powered by [Tavily](https://tavily.com/) - [Tencent Cloud COS MCP](https://github.com/Tencent/cos-mcp) - Quickly integrate with Tencent Cloud Storage (COS) and Data Processing (CI) capabilities powered - [Teradata](https://github.com/Teradata/teradata-mcp-server) - A collection of tools for managing the platform, addressing data quality and reading and writing to [Teradata](https://www.teradata.com/) Database. - [Thirdweb](https://github.com/thirdweb-dev/ai/tree/main/python/thirdweb-mcp) - Read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by [Thirdweb](https://thirdweb.com/) - [Tinybird](https://github.com/tinybirdco/mcp-tinybird) - Interact with Tinybird serverless ClickHouse platform - [Tldv](https://gitlab.com/tldv/tldv-mcp-server) - Connect your AI agents to Google-Meet, Zoom & Microsoft Teams through [tl;dv](https://tldv.io) - [Token Metrics](https://github.com/token-metrics/mcp) - [Token Metrics](https://www.tokenmetrics.com/) integration for fetching real-time crypto market data, trading signals, price predictions, and advanced analytics. - [Trade Agent](https://github.com/Trade-Agent/trade-agent-mcp) - Execute stock and crypto trades via [Trade Agent](https://thetradeagent.ai/) - [TrackMage](https://github.com/trackmage/trackmage-mcp-server) - Shipment tracking api and logistics management capabilities through the [TrackMage API] (https://trackmage.com/) - [Twilio](https://github.com/twilio-labs/mcp) - Interact with [Twilio](https://www.twilio.com/en-us) APIs to send messages, manage phone numbers, configure your account, and more. - [Twelve Data](https://github.com/twelvedata/mcp) - Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents. - [UnifAI](https://github.com/unifai-network/unifai-mcp-server) - Dynamically search and call tools using [UnifAI Network](https://unifai.network) - [Unstructured](https://github.com/Unstructured-IO/UNS-MCP) - Set up and interact with your unstructured data processing workflows in [Unstructured Platform](https://unstructured.io) - [urlDNA](https://github.com/urldna/mcp) - Dynamically scan and analyze potentially malicious URLs using the [urlDNA](https://urlDNA.io) - [Vectorize](https://github.com/vectorize-io/vectorize-mcp-server/) - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. - [Verodat](https://github.com/Verodat/verodat-mcp-server) - Interact with Verodat AI Ready Data platform - [VeyraX](https://github.com/VeyraX/veyrax-mcp) - Single tool to control all 100+ API integrations, and UI components - [VideoDB](https://github.com/video-db/agent-toolkit/tree/main/modelcontextprotocol) - Server for advanced AI-driven video editing, semantic search, multilingual transcription, generative media, voice cloning, and content moderation. - [VISO TRUST](https://github.com/visotrust/viso-mcp-server) - Access and manage your VISO TRUST third-party risk program directly through your AI assistant. - [WayStation](https://waystation.ai/connect/mcp-server) A universal remote MCP server that connects to popular productivity tools such as Notion, Monday, AirTable, and many more. - [Webflow](https://github.com/webflow/mcp-server) - Interact with Webflow APIs to list and edit your site and CMS data. - [WebScraping.AI](https://github.com/webscraping-ai/webscraping-ai-mcp-server) - Interact with [WebScraping.AI](https://WebScraping.AI) for web data extraction and scraping. - [Xero](https://github.com/XeroAPI/xero-mcp-server) - Interact with the accounting data in your business using our official MCP server - [YepCode](https://github.com/yepcode/mcp-server-js) - Execute any LLM-generated code in the [YepCode](https://yepcode.io) secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages - [Zapier](https://zapier.com/mcp) - Connect your AI Agents to 8,000 apps instantly. - [ZenML](https://github.com/zenml-io/mcp-zenml) - Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server - [Airtable](https://github.com/domdomegg/airtable-mcp-server) - Read and write access to Airtable databases. - [Agentset](https://github.com/agentset-ai/mcp-server) - RAG MCP for your [Agentset](https://agentset.ai/) data. - [Alertmanager](https://github.com/ntk148v/alertmanager-mcp-server) - A Model Context Protocol (MCP) server that enables AI assistants to integrate with Prometheus Alertmanager - [Algorand](https://github.com/GoPlausible/algorand-mcp) - A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) plus many useful prompts to interact with Algorand Blockchain. - [Android MCP](https://github.com/minhalvp/android-mcp-server) - An MCP server that provides control over Android devices through ADB. Offers device screenshot capture, UI layout analysis, package management, and ADB command execution capabilities. - [AniList](https://github.com/yuna0x0/anilist-mcp) - AniList MCP server for accessing AniList API data - [AnkiConnect](https://github.com/spacholski1225/anki-connect-mcp) - AnkiConnect MCP server for interacting with Anki via AnkiConnect. - [any-chat-completions-mcp](https://github.com/pyroprompts/any-chat-completions-mcp) - Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more - [APISIX-MCP](https://github.com/api7/apisix-mcp) - APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API, supporting querying and managing all resources in [Apache APISIX](https://github.com/apache/apisix). - [Apple Notes](https://github.com/RafalWilinski/mcp-apple-notes) - Talk with your Apple Notes - [Apple Shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) - An MCP Server Integration with Apple Shortcuts - [AWS EC2 Pricing](https://github.com/trilogy-group/aws-pricing-mcp) - Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue. - [Backup](https://github.com/hexitex/MCP-Backup-Server) - Add smart Backup ability to coding agents like Windsurf, Cursor, Cluade Coder, etc - [BGG MCP](https://github.com/kkjdaniel/bgg-mcp) - BGG MCP enables AI tools to interact with the BoardGameGeek API. - [BigQuery](https://github.com/LucasHild/mcp-server-bigquery) (by LucasHild) - BigQuery database integration with schema inspection and query capabilities - [BigQuery](https://github.com/ergut/mcp-bigquery-server) (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities - [Binary Ninja](https://github.com/fosdickio/binary_ninja_mcp) - A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. - [Bluesky](https://github.com/keturiosakys/bluesky-context-server) - integrates with Bluesky API to query and search feeds and posts. - [BloodHound-MCP](https://github.com/MorDavid/BloodHound-MCP-AI) (by MorDavid) - integration that connects BloodHound with AI through MCP, allowing security professionals to analyze Active Directory attack paths using natural language queries instead of Cypher. - [Box](https://github.com/hmk/box-mcp-server) - File access and search for Box. - [Browser MCP](https://github.com/browsermcp/mcp) - Automate your local browser - [Browser MCP](https://github.com/bytedance/UI-TARS-desktop/tree/main/packages/agent-infra/mcp-servers/browser) (by UI-TARS) - A fast, lightweight MCP server that empowers LLMs with browser automation via Puppeteers structured accessibility data, featuring optional vision mode for complex visual understanding and flexible, cross-platform configuration. - [bytebase/dbhub](https://github.com/bytebase/dbhub) Universal database MCP server supporting mainstream databases.\ - [Calculator](https://github.com/githejie/mcp-server-calculator) - This server enables LLMs to use calculator for precise numerical calculations. - [CalDAV MCP](https://github.com/dominik1001/caldav-mcp) - A CalDAV MCP server to expose calendar operations as tools for AI assistants. - [Danielpeter-99/calcom-mcp](https://github.com/Danielpeter-99/calcom-mcp) - MCP server for [Calcom](https://cal.com/) (Also known as [Cal.com](https://cal.com/)). Manage event types, create bookings, and access Cal.com scheduling data through LLMs. - [Career Site Jobs](https://apify.com/fantastic-jobs/career-site-job-listing-api/api/mcp) - A MCP server to retrieve up-to-date jobs from company career sites. - [Canvas LMS](https://github.com/ahnopologetic/canvas-lms-mcp) - MCP server for easy access to education data through your Canvas LMS instance. - [Chaitin IP Intelligence](https://github.com/co0ontty/chaitin-ip-intelligence-search-tool) - Search for IP addresses using Chaitin's IP Intelligence API. - [Chart](https://github.com/KamranBiglari/mcp-server-chart) - This server offers a wide variety of chart types with comprehensive Zod schema validation for type-safe chart configuration. - [ChuckNorris](https://github.com/pollinations/chucknorris-mcp) - A specialized MCP gateway for LLM enhancement prompts and jailbreaks with dynamic schema adaptation. Provides prompts for different LLMs using an enum-based approach. - [clj-kondo-MCP](https://github.com/Bigsy/clj-kondo-MCP) - Clojure linter - [Clojars](https://github.com/Bigsy/Clojars-MCP-Server) - Obtains latest dependency details for Clojure libraries. - [Codesys-mcp-toolkit](https://github.com/johannesPettersson80/codesys-mcp-toolkit) - A Model Context Protocol (MCP) server for CODESYS V3 programming environments. - [CoinCap](https://github.com/QuantGeekDev/coincap-mcp) - A MCP server that provides real-time cryptocurrency market data through CoinCap's public API without requiring authentication - [Comet Opik](https://github.com/comet-ml/opik-mcp) - MCP server to talk to your [Opik](https://github.com/comet-ml/opik) cloud or open-source instance to query and analyze LLM traces, metrics and observability. - [Creatify](https://github.com/TSavo/creatify-mcp) - MCP Server that exposes Creatify AI API capabilities for AI video generation, including avatar videos, URL-to-video conversion, text-to-speech, and AI-powered editing tools. - [Contentful](https://github.com/ivo-toby/contentful-mcp) - Interact with your content on the Contentful platform - [consult7](https://github.com/szeider/consult7) - Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code - [Data Exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) - MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. - [DropBin](https://dropbin.org/mcp) - Remote SSE MCP server for hosting HTML webpages and sharing content through temporary URLs without authentication - [Database](https://github.com/TheRaLabs/legion-mcp) (by Legion AI) - Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite - [dbt-docs](https://github.com/mattijsdp/dbt-docs-mcp) - 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. - [DeepView MCP](https://github.com/ai-1st/deepview-mcp) - Enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini's 1M context window. - [DifyWorkflow](https://github.com/gotoolkits/mcp-difyworkflow-server) - Tools to the query and execute of Dify workflows - [Docker](https://github.com/QuantGeekDev/docker-mcp) - Run and manage docker containers, docker compose, and logs - [DynamoDB-Toolbox](https://www.dynamodbtoolbox.com/docs/databases/actions/mcp-toolkit) - Leverages your Schemas and Access Patterns to interact with your [DynamoDB](https://aws.amazon.com/dynamodb) Database using natural language. - [elisp-dev-mcp](https://github.com/laurynas-biveinis/elisp-dev-mcp) - elisp (Emacs Lisp) development support tools, running in Emacs. - [Email](https://github.com/Shy2593666979/mcp-server-email) - This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directories, making it easy to upload attachments along with the email content. - [Email Send MCP](https://github.com/YUHAI0/email-send-mcp) - A fixed one from above one. More user-friendly. - [Everything Search](https://github.com/mamertofabian/mcp-everything-search) - Fast Windows file search using Everything SDK - [Exa](https://github.com/theishangoswami/exa-mcp-server) - Exa AI Search API - [Excel](https://github.com/haris-musa/excel-mcp-server) - Excel manipulation including data reading/writing, worksheet management, formatting, charts, and pivot table - [Facebook Ads](https://github.com/gomarble-ai/facebook-ads-mcp-server) - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features. - [Facebook Ads Library](https://github.com/trypeggy/facebook-ads-library-mcp) - Get any answer from the Facebook Ads Library, conduct deep research including messaging, creative testing and comparisons in seconds. - [Fathom Analytics](https://github.com/mackenly/mcp-fathom-analytics) - Access and analyze Fathom Analytics data and reports - [FileScopeMCP](https://github.com/admica/FileScopeMCP) - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages, Python, Lua, C, C++, Rust, Zig. - [FrankfurterMCP](https://github.com/anirbanbasu/frankfurtermcp) - MCP server acting as an interface to the [Frankfurter API](https://frankfurter.dev/) for currency exchange data. - [GDB](https://github.com/pansila/mcp_server_gdb) - A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants. - [Gemsuite](https://github.com/PV-Bhat/gemsuite-mcp) - The ultimate open-source server for advanced Gemini API interaction with MCP, intelligently selects models. - [Gentoro](https://github.com/gentoro-GT/mcp-nodejs-server) - Gentoro generates MCP Servers based on OpenAPI specifications. - [godoc-mcp-server](https://github.com/yikakia/godoc-mcp-server) - MCP server to provide golang packages and their information from pkg.go.dev - [Godot MCP](https://github.com/Coding-Solo/godot-mcp) - MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects. - [Google Ads](https://github.com/gomarble-ai/google-ads-mcp-server) - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features. - [Google Admin MCP](https://github.com/securityfortech/google-admin-mcp) A Model Context Protocol (MCP) server enabling interaction with Google Admin APIs. - [Google Keep](https://github.com/feuerdev/keep-mcp) - Read, create, update and delete Google Keep notes. - [Google News](https://github.com/ChanMeng666/server-google-news) - Google News search capabilities with automatic topic categorization and multi-language support via SerpAPI integration. - [Google PSE/CSE](https://github.com/rendyfebry/google-pse-mcp) - A Model Context Protocol (MCP) server providing access to Google Programmable Search Engine (PSE) and Custom Search Engine (CSE). - [Google Search Console](https://github.com/ahonn/mcp-server-gsc) - A Model Context Protocol (MCP) server providing access to Google Search Console. - [GitHub Repos Manager MCP Server](https://github.com/kurdin/github-repos-manager-mcp) - Token-based GitHub automation management. No Docker, Flexible configuration, 80+ tools with direct API integration. - [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - An MCP server application that sends various types of messages to the WeCom group robot. - [Gru Sandbox](https://github.com/babelcloud/gru-sandbox) - Gru-sandbox(gbox) is an open source project that provides a self-hostable sandbox for MCP integration or other AI agent usecases. - [GXtract](https://github.com/sascharo/gxtract) - 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. - [HackMD](https://github.com/yuna0x0/hackmd-mcp) - A Model Context Protocol server for integrating [HackMD](https://hackmd.io)'s note-taking platform with AI assistants. - [HAL](https://github.com/dean/HAL) - HTTP toolkit providing all 7 HTTP methods (GET, POST, PUT, PATCH, DELETE, HEAD, OPTIONS) with secret substitution, comprehensive error handling, and support for JSON, XML, HTML, and form data. - [HAP-MCP](https://github.com/mingdaocloud/hap-mcp.git) - HAP (Super Application Platform) is developed by Mingdao https://www.mingdao.com The launched APaaS platform helps you build enterprise level applications quickly without coding. This is HAP's MCP (Model Context Protocol) server, used for seamless integration of AI. It enables every zero code application built through HAP to quickly become a tool for agents. - [Hetzner Cloud MCP Server](https://github.com/dkruyt/mcp-hetzner) - A Model Context Protocol (MCP) server for interacting with the Hetzner Cloud API. This server allows language models to manage Hetzner Cloud resources through structured functions. - [Hippycampus](https://github.com/cromwellian/hippycampus) - Turns any Swagger/OpenAPI REST endpoint with a yaml/json definition into an MCP Server with Langchain/Langflow integration automatically. - [Home Assistant](https://github.com/voska/hass-mcp) - Interact with Home Assistant to control smart home devices, query states, manage automations, and troubleshoot your smart home setup. - [Homebrew MCP](https://github.com/jeannier/homebrew-mcp) - Interact with Homebrew (the package manager for macOS and Linux) using natural language commands. - [HuggingFace Spaces](https://github.com/evalstate/mcp-hfspace) - Server for using HuggingFace Spaces, supporting Images, Audio, Text and more. Claude Desktop mode for ease-of-use. - [ImageSorcery MCP](https://github.com/sunriseapps/imagesorcery-mcp) - ComputerVision-based sorcery of image recognition and editing tools for AI assistants. - [IMAP MCP](https://github.com/dominik1001/imap-mcp) - An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI assistants. - [Instagram DMs](https://github.com/trypeggy/instagram_dm_mcp) - Send Instagram DMs via your LLM - [interactive-mcp](https://github.com/ttommyth/interactive-mcp) - Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop. - [aymericzip/intlayer](https://github.com/aymericzip/intlayer) - A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, versioned docs. - [IDA Pro MCP](https://github.com/mrexodia/ida-pro-mcp) - MCP Server for automated reverse engineering with IDA Pro. - [Jean Memory](https://github.com/jonathan-politzki/your-memory) - Premium memory consistent across all AI applications. - [Jina Reader](https://github.com/wong2/mcp-jina-reader) - Fetch the content of a remote URL as Markdown with Jina Reader. - [Jira Context MCP](https://github.com/rahulthedevil/Jira-Context-MCP) - MCP server to provide Jira Tickets information to AI coding agents like Cursor. - [Jira MCP Server](https://github.com/ahmetbarut/jira-mcp) A modular and extensible MCP server designed to interact with Jira Cloud, providing tools to query boards, issues, and user data ideal for integrating Jira with AI agents, bots, or automation systems - [JSON MCP](https://github.com/VadimNastoyashchy/json-mcp) - MCP server empowers LLMs to interact with JSON files efficiently. With JSON MCP, you can split, merge, etc. - [just-every/mcp-read-website-fast](https://github.com/just-every/mcp-read-website-fast) - Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies. - [just-every/mcp-screenshot-website-fast](https://github.com/just-every/mcp-screenshot-website-fast) - High-quality screenshot capture optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks (1.15 megapixels) with configurable viewports and wait strategies for dynamic content. - [Kagi](https://github.com/ac3xx/mcp-servers-kagi) - Kagi search API integration - [Kubernetes](https://github.com/Flux159/mcp-server-kubernetes) - Connect to Kubernetes cluster and manage pods, deployments, services. - [Language Server](https://github.com/isaacphi/mcp-language-server) - MCP Language Server gives MCP enabled clients access to semantic tools like get definition, references, rename, and diagnostics. - [Lazy Toggl MCP](https://github.com/movstox/lazy-toggl-mcp) - Simple unofficial MCP server to track time via Toggl API - [libSQL by xexr](https://github.com/Xexr/mcp-libsql) - MCP server for libSQL databases with comprehensive security and management tools. Supports file, local HTTP, and remote Turso databases with connection pooling, transaction support, and 6 specialized database tools. - [Linear](https://github.com/tacticlaunch/mcp-linear) - Integrates with Linear project management systems. - [llm-context](https://github.com/cyberchitta/llm-context.py) - Share code context with LLMs via Model Context Protocol or clipboard. - [ Magg ](https://github.com/sitbon/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. - [Make](https://github.com/integromat/make-mcp-server) - Turn your Make scenarios into callable tools for AI assistants. - [Maven](https://github.com/Bigsy/maven-mcp-server) - Tools to query latest Maven dependency information - [Maven Tools](https://github.com/arvindand/maven-tools-mcp) - Enhanced Maven Central integration with intelligent caching, bulk operations, and version classification - [Maya MCP](https://github.com/PatrickPalmer/MayaMCP) - MCP server for Autodesk Maya - [Microsoft 365](https://github.com/softeria/ms-365-mcp-server) - MCP server that connects to the whole Microsoft 365 suite (Microsoft Office, Outlook, Excel) using Graph API (including mail, files, calendar) - [Microsoft Entra ID MCP Server](https://github.com/hieuttmmo/entraid-mcp-server) - A Python MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph. - [MCP Aggregator](https://github.com/nazar256/combine-mcp) - An MCP (Model Context Protocol) aggregator that allows you to combine multiple MCP servers into a single endpoint allowing to filter specific tools. - [MCP-CLI Adapter](https://github.com/inercia/mcp-cli-adapter) - Use command line tools in a secure fashion as MCP tools. - [MCP Expr Lang](https://github.com/ivan-saorin/mcp-expr-lang) - MCP Expr-Lang provides a seamless integration between Claude AI and the powerful expr-lang expression evaluation engine. - [MCP Installer](https://github.com/anaisbetts/mcp-installer) - Set up MCP servers in Claude Desktop - [mcp-k8s-go](https://github.com/strowk/mcp-k8s-go) - Golang-based Kubernetes MCP Server. Built to be extensible. - [MKP](https://github.com/StacklokLabs/mkp) - 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. - [MCP Open Library](https://github.com/8enSmith/mcp-open-library) - A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book and author information. - [MCP-SearXNG-Enhanced Web Search](https://github.com/OvertliDS/mcp-searxng-enhanced) - An enhanced MCP server for SearXNG web searching, utilizing a category-aware web-search, web-scraping, and includes a date/time retrieval tool. - [Mermaid](https://github.com/hustcc/mcp-mermaid) - Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically. - [Memory-Plus](https://github.com/Yuchen20/Memory-Plus) a lightweight, local RAG memory store to record, retrieve, update, delete, and visualize persistent "memories" across sessionsperfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them. - [Minima](https://github.com/dmayboroda/minima) - Local RAG (on-premises) with MCP server. - [Mongo](https://github.com/QuantGeekDev/mongo-mcp) - A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases - [MongoDB](https://github.com/kiliczsh/mcp-mongo-server) - A Model Context Protocol Server for MongoDB - [MongoDB Lens](https://github.com/furey/mongodb-lens) - Full Featured MCP Server for MongoDB Database. - [Miro](https://github.com/k-jarzyna/mcp-miro) - Miro MCP server, exposing all functionalities available in official Miro SDK. - [Multi Chat MCP Server (Google Chat)](https://github.com/siva010928/multi-chat-mcp-server) - Connect AI assistants like Cursor to Google Chat and beyond enabling smart, extensible collaboration across chat platforms. - [MySQL](https://github.com/designcomputer/mysql_mcp_server) - MySQL database integration with configurable access controls and schema inspection - [Nanoleaf](https://github.com/srnetadmin/nanoleaf-mcp-server) - Control Nanoleaf smart lights through MCP - turn on/off, adjust brightness, change colors, set effects, and discover devices - [Netbird](https://github.com/aantti/mcp-netbird) - List and analyze Netbird network peers, groups, policies, and more. - [Nextcloud Calendar](https://github.com/Cheffromspace/mcp-nextcloud-calendar) - CalDAV Nectcloud calendar integration. Manage calendars, events, attendees, etc. - [Nexus](https://github.com/adawalli/nexus) - Web search server that integrates Perplexity Sonar models via OpenRouter API for real-time, context-aware search with citations - [Nile Postgres](https://github.com/niledatabase/nile-mcp-server) - Manage and query databases, tenants, users, auth using LLMs - [NocoDB](https://github.com/edwinbernadus/nocodb-mcp-server) - Manage NocoDB server, support read and write databases - [Notion](https://github.com/danhilse/notion_mcp) - Integrates with Notion's API to manage personal todo list - [NPM Search](https://github.com/btwiuse/npm-search-mcp-server) - Search for npm packages - [Ntfy](https://github.com/gitmotion/ntfy-me-mcp) - 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!) - [Obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) - Interacting with Obsidian via REST API - [OSV](https://github.com/StacklokLabs/osv-mcp) - Access the [OSV (Open Source Vulnerabilities) database](https://osv.dev/) for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID. - [OpenAI](https://github.com/pierrebrunelle/mcp-server-openai) - Query OpenAI models directly from Claude using MCP protocol - [OpenAPI Schema Explorer](https://github.com/kadykov/mcp-openapi-schema-explorer) - Token-efficient access to OpenAPI/Swagger specs via MCP Resources - [Package Registry Search](https://github.com/artmann/package-registry-mcp) - Search and get up-to-date information about NPM, Cargo, PyPi, and NuGet packages. - [Pandoc](https://github.com/vivekVells/mcp-pandoc) - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development. - [Paperless-MCP](https://github.com/baruchiro/paperless-mcp) - An MCP server for interacting with a Paperless-NGX API server. This server provides tools for managing documents, tags, correspondents, and document types in your Paperless-NGX instance. - [PBS API](https://github.com/matthewdcage/pbs-mcp-server) - Access Australian Pharmaceutical Benefits Scheme data for medicine information, pricing, and availability. Built with Python and FastAPI. - [Peekaboo](https://github.com/steipete/Peekaboo) - a macOS-only MCP server that enables AI agents to capture screenshots of applications, or the entire system. - [Peliqan](https://github.com/Peliqan-io/mcp-server-peliqan) - Data platform with ETL and built-in data warehouse, access all business applications (ERP, CRM, Accounting etc.) via MCP and run queries on your business data. - [Perplexity](https://github.com/tanigami/mcp-server-perplexity) - Interacting with Perplexity - [Pollinations](https://github.com/pollinations/model-context-protocol) - Multimodal MCP server for generating images, audio, and text with no authentication required - [Phabricator](https://github.com/baba786/phabricator-mcp-server) - Interacting with Phabricator API - [PiAPI](https://github.com/apinetwork/piapi-mcp-server) - PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps. - [PiloTY](https://github.com/yiwenlu66/PiloTY) - AI pilot for PTY operations that enables agents to control interactive terminals with stateful sessions, SSH connections, and background process management - [Playwright MCP Server](https://github.com/executeautomation/mcp-playwright) - An MCP server using Playwright for browser automation and webscrapping - [QGIS](https://github.com/jjsantos01/qgis_mcp) - connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more. - [Random Number](https://github.com/zazencodes/random-number-mcp) - Provides LLMs with essential random generation abilities, built entirely on Python's standard library. - [Repo Map](https://github.com.mcas.ms/pdavis68/RepoMapper) - - 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 - [Reloaderoo](https://github.com/cameroncooke/reloaderoo) - A local MCP server for developers that mirrors your in-development MCP server, allowing seamless restarts and tool updates so you can build, test, and iterate on your MCP server within the same AI session without interruption. - [Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server) - MCP server for the incident management platform [Rootly](https://rootly.com/). - [Salaah MCP](https://github.com/yusufk/salaah-mcp) - FastAPI and MCP service providing Islamic prayer times and other useful calculations. - [SchemaCrawler](https://github.com/schemacrawler/SchemaCrawler-MCP-Server-Usage) - Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean. - [SchemaFlow](https://github.com/CryptoRadi/schemaflow-mcp-server) - Real-time PostgreSQL & Supabase database schema access for AI-IDEs via Model Context Protocol. Provides live database context through secure SSE connections with three powerful tools: get_schema, analyze_database, and check_schema_alignment. [SchemaFlow](https://schemaflow.dev) - [Screeny](https://github.com/rohanrav/screeny) - Privacy-first macOS MCP server that provides visual context for AI agents through window screenshots - [Search1API](https://github.com/fatwang2/search1api-mcp) - Search and crawl in one API - [SearXNG](https://github.com/ihor-sokoliuk/mcp-searxng) - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org) - [Secure Fetch](https://github.com/appsec-innovation-labs/secure-mcp-fetch) - Secure fetch to prevent access to local resources - [shadcn-ui-mcp-server](https://github.com/heilgar/shadcn-ui-mcp-server) - A powerful and flexible MCP server designed to enhance the development experience with Shadcn UI components, providing tools for component management, documentation, and installation. - [Slack](https://github.com/korotovsky/slack-mcp-server) - The most powerful MCP server for Slack Workspaces. This integration supports both Stdio and SSE transports, proxy settings and does not require any permissions or bots being created or approved by Workspace admins . - [Snowflake](https://github.com/isaacwasserman/mcp-snowflake-server) - Snowflake database integration with read/write capabilities and insight tracking - [Skyvern](https://github.com/Skyvern-AI/skyvern/tree/main/integrations/mcp) - MCP Server to let Claude / your AI control the browser - [spm-mcp](https://github.com/simpleswift/spm-mcp) - iOS Swift Package Manager server written in Swift - [SQLite](https://github.com/panasenco/mcp-sqlite) - MCP server for SQLite files. Supports Datasette-compatible metadata! - [SquadAI](https://github.com/the-basilisk-ai/squad-mcp) Productdiscovery and strategy platform integration. Create, query and update opportunities, solutions, outcomes, requirements and feedback from any MCPaware LLM. - [Storyblok](https://github.com/Kiran1689/storyblok-mcp-server) - Storyblok MCP server enables your AI assistants to directly access and manage your Storyblok spaces, stories, components, assets, workflows, and more. - [Svelte Documentation](https://github.com/khromov/llmctx) - Remote server (SSE/Streamable) for the latest Svelte and SvelteKit documentation - [Task Orchestrator](https://github.com/EchoingVesper/mcp-task-orchestrator) - AI-powered task orchestration and workflow automation with specialized agent roles, intelligent task decomposition, and seamless integration across Claude Desktop, Cursor IDE, Windsurf, and VS Code. - [Text-To-GraphQL](https://github.com/Arize-ai/text-to-graphql-mcp) - MCP server for text-to-graphql, integrates with Claude Desktop and Cursor. - [TeamCity](https://github.com/itcaat/teamcity-mcp) - MCP server for TeamCity, integrates with Claude Desktop and Cursor. - [TikTok](https://github.com/Seym0n/tiktok-mcp) - TikTok integration for getting post details and video subtitles - [Tmux](https://github.com/nickgnd/tmux-mcp) - Interact with your Tmux sessions, windows and pane, execute commands in tmux panes and retrieve result. - [Todoist](https://github.com/stanislavlysenko0912/todoist-mcp-server) - Full implementation of Todoist Rest API for MCP server - [Trello](https://github.com/m0xai/trello-mcp-server) - Trello integration for working with boards, lists in boards and cards in lists. - [Trello MCP](https://github.com/kocakli/Trello-Desktop-MCP) - Trello Desktop MCP server that enables Claude Desktop to interact with Trello boards, cards, lists, and team members through natural language commands. - [Terragrunt-Docs](https://github.com/Excoriate/mcp-terragrunt-docs) - Terragrunt documentation always up to date. - [Trino MCP Server](https://github.com/tuannvm/mcp-trino) - A Go implementation of a Model Context Protocol (MCP) server for Trino, enabling LLM models to query distributed SQL databases through standardized tools. - [Unified Diff MCP Server](https://github.com/gorosun/unified-diff-mcp) - Beautiful HTML and PNG diff visualization using diff2html, designed for filesystem edit_file dry-run output with high-performance Bun runtime. - [Unity3d Game Engine](https://github.com/CoderGamester/mcp-unity) - MCP Server to control and interact with Unity3d Game Engine for game development - [User Feedback](https://github.com/mrexodia/user-feedback-mcp) - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. - [User Prompt MCP](https://github.com/nazar256/user-prompt-mcp) - An MCP server for Cursor that enables requesting user input during generation process. - [Vectorize](https://github.com/vectorize-io/vectorize-mcp-server/) - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. - [Vega-Lite](https://github.com/isaacwasserman/mcp-vegalite-server) - Generate visualizations from fetched data using the VegaLite format and renderer. - [Vibe Check](https://github.com/PV-Bhat/vibe-check-mcp-server) - The definitive Vibe Coder's sanity check MCP server: Prevents cascading errors by calling a "Vibe-check" agent to ensure alignment and prevent scope creep - [Wassenger](https://github.com/wassengerhq/mcp-wassenger) - [Wassenger](https://wassenger.com) MCP server to chat, send messages and automate WhatsApp from any AI model client (free trial available). - [Weather](https://github.com/TimLukaHorstmann/mcp-weather) - Accurate weather forecasts via the AccuWeather API (free tier available). - [Webex](https://github.com/Kashyap-AI-ML-Solutions/webex-messaging-mcp-server) - A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities. - [WebSearch-MCP](https://github.com/mnhlt/WebSearch-MCP) - Self-hosted Websearch API - [Website Snapshot](https://github.com/gustavo-meilus/mcp-web-snapshot) - A MCP server that provides comprehensive website snapshot capabilities using Playwright. This server enables LLMs to capture and analyze web pages through structured accessibility snapshots, network monitoring, and console message collection. - [weibaohui/k8m](https://github.com/weibaohui/k8m) Provides multi-cluster Kubernetes management and operations using MCP, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources. - [weibaohui/kom](https://github.com/weibaohui/kom) Provides multi-cluster Kubernetes management and operations using MCP, 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. - [Whois MCP](https://github.com/bharathvaj-ganesan/whois-mcp) - MCP server that performs whois lookup against domain, IP, ASN and TLD. - [Windows CLI](https://github.com/SimonB97/win-cli-mcp-server) - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells. - [Windows Control](https://github.com/Cheffromspace/nutjs-windows-control) - Programmatic control over Windows system operations including mouse, keyboard, window management, and screen capture using nut.js. - [X (Twitter)](https://github.com/mbelinky/x-mcp-server) - Enhanced MCP server for Twitter/X with OAuth 2.0 support, v2 API media uploads, smart v1.1 fallbacks, and comprehensive rate limiting. Post tweets with text/media, search, and delete tweets programmatically. - [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) - Build iOS Xcode workspace/project and feed back errors to llm. - [XcodeBuildMCP](https://github.com/cameroncooke/xcodebuildmcp) - Popular MCP server that enables AI agents to scaffold, build, run and test iOS, macOS, visionOS and watchOS apps or simulators and wired and wireless devices. It has powerful UI-automation capabilities like controlling the simulator, capturing run-time logs, as well as taking screenshots and viewing the accessibility hierarchy. - [xcsimctl](https://github.com/nzrsky/simctl-mcp-server) - Manage Xcode simulators. - [xctools](https://github.com/nzrsky/xctools-mcp-server) - MCP server for Xcode's xctrace, xcrun, xcodebuild. - [YouTube](https://github.com/anaisbetts/mcp-youtube) - Fetch YouTube subtitles - [Yuga Planner](https://github.com/blackopsrepl/yuga-planner) - AI Task schedule planning with LLamaIndex and Timefold: breaks down a task description and schedules it around an existing calendar