MCP Servers for Hybrid

The server is able to function both locally and remotely, depending on the configuration or use case.

View all MCP Servers

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    A Model Context Protocol server implementation providing standardized access to Xero's accounting and business features, enabling operations like contact management, invoice creation, and chart of accounts management through MCP.
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    TypeScript
    MIT License
  • A
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    Connects Claude and other MCP clients to Elasticsearch data, allowing users to interact with their Elasticsearch indices through natural language conversations.
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    Apache 2.0
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    Provides SQLAlchemy (via pyodbc) connectivity to any Database Management System (DBMS) that's accessible via SQLAlchemy.
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    7
    Python
    Apache 2.0
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    An MCP server that enables Claude to interact with Tembo Cloud platform API, allowing users to manage Tembo Cloud resources through natural language.
    10
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    TypeScript
    MIT License
    • Apple
  • gotohuman
    Verified
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    Add human approval steps to your AI agents and automations with gotoHuman.
    3
    3
    TypeScript
    MIT License
    • Linux
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    An MCP server that provides a comprehensive interface to Semgrep, enabling users to scan code for security vulnerabilities, create custom rules, and analyze scan results through the Model Context Protocol.
    6
    68
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    MIT License
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    An implementation of the Model Context Protocol for the Opik platform that provides a unified interface for accessing Opik's capabilities, supporting multiple transport mechanisms for flexible integration with IDEs and other environments.
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    TypeScript
    Apache 2.0
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    Enables LLMs like Claude to navigate the web through Puppeteer-based tools and Steel. Based on the Web Voyager framework, it provides tools for all the standard web actions click clicking/scrolling/typing/etc and taking screenshots.
    9
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    JavaScript
    MIT License
    • Apple
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    A proxy server that unifies multiple MCP servers, enabling seamless tool, prompt, and resource management via the MetaMCP App.
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    TypeScript
    Apache 2.0
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    This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
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    244
    Python
    Apache 2.0
  • Glifofficial

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    Run AI workflows hosted on Glif.app via MCP, including ComfyUI-based image generators, meme generators, selfies, chained LLM calls, and more
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    TypeScript
    MIT License
    • Apple
  • A
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    Provides integration between Genkit and the Model Context Protocol (MCP).
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    1,319
    TypeScript
    Apache 2.0
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    An MCP server implementation that integrates the SearxNG API, providing web search capabilities.
    2
    26
    JavaScript
    MIT License
  • A
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    A comprehensive system for managing AI-assisted agile development workflows with a modern, resource-based API using FastMCP.
    13
    Python
    MIT License
    • Apple
  • A
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    A Model Context Protocol server that enables high-quality image generation using the Flux.1 Schnell model via Together AI with customizable parameters.
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    JavaScript
    MIT License
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    Connect and interact with MySQL databases seamlessly. Execute SQL queries, manage database connections, and retrieve data directly through AI assistants. Enhance your AI capabilities with structured access to your MySQL data.
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    TypeScript
    MIT License
  • A
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    Utilizes Gemini API and Google Search to generate answers based on the latest information for user queries.
    3
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    JavaScript
    MIT License
  • A
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    A Model Context Protocol server that provides access to the DBLP computer science bibliography database, allowing AI models to search publications, process citations, and generate accurate BibTeX entries.
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    1
    Python
    MIT License
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    Connect to your Mixpanel data. Query events, retention, and funnel data from Mixpanel analytics.
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    2
    TypeScript
    MIT License
  • A
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    This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama Deep Researcher. It provides the deep research capabilities as MCP tools that can be used within the model context protocol ecosystem, allowing AI assistants to perform in-depth research on topics (locally) via Ollama
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    5
    Python
    MIT License
    • Apple
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    Model Context Protocol server for Gmail integration. This allows Claude Desktop (or any MCP client) to interact with your Gmail account through Google Apps Script.
    3
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    JavaScript
    MIT License
    • Apple
  • A
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    An MCP server that allows users to generate images using Replicate's Stable Diffusion model and save them to the local filesystem.
    3
    Python
    MIT License
    • Apple
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    Enables interaction with a MySQL database via JSON commands, supporting read-only queries, test execution of write queries, and table information retrieval through Docker.
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    5
    JavaScript
    MIT License
  • A
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    A Model Context Protocol server that supports both STDIO and SSE protocols for TianGong Life Cycle Assessment (LCA) applications.
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    TypeScript
    MIT License
  • A
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    Facilitates interaction with Elasticsearch clusters by allowing users to perform index operations, document searches, and cluster management via a Model Context Protocol server and natural language commands.
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    79
    Python
    Apache 2.0
    • Apple
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    A dynamic service that creates and manages Model Context Protocol (MCP) servers, allowing users to spawn, customize, and control multiple MCP servers as child processes.
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    TypeScript
    MIT License
    • Apple
    • Linux
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    Links IoT devices to AI large models using the MCP and MQTT protocols, enabling natural language control, real-time AI responses, and complex instruction execution for interconnected IoT devices.
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    Python
    MIT License
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    An MCP server for generating customizable data visualizations using QuickChart.io, supporting multiple chart types and Chart.js configuration.
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    JavaScript
    MIT License
    • Apple
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    A TypeScript server implementing the Model Context Protocol (MCP) that provides datetime and timezone information to AI agents and chat interfaces, allowing them to access current time in various timezones.
    4
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    TypeScript
    Mozilla Public License 2.0
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    A Model Context Protocol server that extracts images from URLs or base64 data and converts them into a format suitable for LLM analysis, allowing AI models to process and understand visual content.
    3
    MIT License
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    A Model Context Protocol server that allows AI assistants to interact with the VRChat API, enabling retrieval of user information, friends lists, and other VRChat data through a standardized interface.
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    TypeScript
    MIT License
    • Apple
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    Server for X (Twitter) integration that provides tools for reading your timeline and engaging with tweets. Designed for use with Claude desktop.
    3
    0
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    JavaScript
    MIT License
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    Chat with your codebase through intelligent code searching without embeddings by breaking files into logical chunks, giving the LLM tools to search these chunks, and letting it find specific code needed to answer your questions.
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    Python
    MIT License
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    A TypeScript-based template for building Model Context Protocol servers, featuring fast testing, automated version management, and a clean structure for MCP tool implementations.
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    TypeScript
    MIT License
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    Provides intelligent transcript processing capabilities for Claude, featuring natural formatting, contextual repair, and smart summarization powered by Deep Thinking LLMs.
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    TypeScript
    MIT License
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    Provides intelligent summarization capabilities through a clean, extensible architecture. Mainly built for solving AI agents issues on big repositories, where large files can eat up the context window.
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    TypeScript
    MIT License
  • A
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    MCP server for "taming the Claude" with structured task queues.
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    572
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    TypeScript
    MIT License
    • Linux
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    Enhances user interaction through a persistent memory system that remembers information across chats and learns from past errors by utilizing a local knowledge graph and lesson management.
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    6,559
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    JavaScript
    MIT License
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    Provides Claude with access to Ethereum and EVM-compatible blockchain operations, enabling wallet management, transaction handling, contract interactions, and blockchain queries through natural language.
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    TypeScript
    MIT License
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    An interface that allows large language models like Claude to interact with ActivityWatch time tracking data through the Model Context Protocol, enabling queries about application usage, browsing history, and productivity patterns.
    5
    1
    TypeScript
    MIT License
    • Apple
  • A
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    This server provides a privacy-focused meta search capability by integrating multiple search engines without tracking or user profiling, supporting various categories and languages for filtered searches.
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    JavaScript
    MIT License
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    Enables interaction with Slack workspaces as a user, supporting channel listing, message posting, threading, reactions, and user management via the Slack API.
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    3
    JavaScript
    MIT License
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    Provides AI models with structured access to Trino's distributed SQL query engine, enabling LLMs to directly query and analyze data stored in Trino databases.
    3
    1
    Python
    MIT License
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    Enables AI assistants to interact with Meilisearch via the Model Context Protocol, allowing comprehensive index, document, and search management through a standardized interface.
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    TypeScript
    MIT License
    • Apple
    • Linux
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    A server that enables LLMs (like Claude and VSCode Copilot) to interact with Azure Cosmos DB data through natural language queries, acting as a translator between AI assistants and your database.
    3
    JavaScript
    MIT License
    • Apple
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    Enables LLMs to perform travel-related tasks by interacting with Google Maps and travel planning services including location search, place details, and travel time calculations.
    5
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    JavaScript
    MIT License
  • A
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    A headless browser MCP server that allows AI agents to fetch web content and perform Google searches without API keys, supporting various output formats like Markdown, JSON, HTML, and text.
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    TypeScript
    MIT License
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    A service for managing ESP8266/NodeMCU IoT devices that provides both REST/WebSocket APIs and implements the Model Context Protocol for AI assistant integration.
    4
    1
    JavaScript
    MIT License
    • Apple
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    An MCP server that enables users to list, download, search, and manage Zoom meeting transcripts through a structured interface.
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    1
    JavaScript
    MIT License
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    A Model Context Protocol server that provides LLM Agents with a comprehensive toolset for IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.
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    TypeScript
    Apache 2.0
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    ATLAS (Adaptive Task & Logic Automation System) is a Model Context Protocol server that provides hierarchical task management capabilities to Large Language Models. This tool provides LLMs with the structure and context needed to manage complex tasks and dependencies.
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    TypeScript
    Apache 2.0
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    This server enables interaction with Supabase PostgreSQL databases through the MCP protocol, allowing seamless integration with Cursor and Windsurf IDEs for secure and validated database management.
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    607
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    Apache 2.0
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    An MCP server integration that enables Cursor AI to communicate with Figma, allowing users to read designs and modify them programmatically through natural language commands.
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    3,869
    2,373
    JavaScript
    MIT License
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    MCP Server for the Peacock extension for VS Code (https://peacockcode.dev), coloring your world, one Code editor at a time. The main goal of the project is to show how an MCP server can be used to interact with APIs.
    1
    1,817
    1
    TypeScript
    MIT License
    • Linux
    • Apple
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    A Model Context Protocol server that enables secure interaction with Microsoft SQL Server databases, allowing AI assistants to list tables, read data, and execute SQL queries through a controlled interface.
    1
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    Python
    MIT License
    • Linux
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    A Model Context Protocol (MCP) server that provides integration with Yeoman generators, allowing AI agents to search for and run Yeoman templates programmatically.
    10
    JavaScript
    MIT License
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    A MCP server that enables Claude and other MCP-compatible assistants to generate images from text prompts using Together AI's image generation models.
    1
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    TypeScript
    MIT License
    • Apple
    • Linux
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    Enables running Postman collections using Newman for conducting API tests and obtaining detailed result analysis via a standardized interface.
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    26
    TypeScript
    MIT License
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    An MCP protocol server that provides access to supOS open APIs, allowing MCP-compatible clients to query topic tree structures and details.
    2
    987
    2
    JavaScript
    Apache 2.0
    • Apple
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    Enables AI models to interact with AWS Lambda functions via the MCP protocol, allowing access to private resources, real-time data, and custom computation in a secure environment.
    2
    61
    Python
    MIT License
    • Linux
    • Apple
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    This server allows users to interact with their Zotero library through the Model Context Protocol, providing tools for searching items, retrieving metadata, and accessing full text using natural language queries.
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    10
    Python
    MIT License
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    A Python package that enables LLM models to interact with Memos server through the Model Context Protocol interface, allowing search, creation, retrieval, and management of memos.
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    11
    Python
    MIT License
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    A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images.
    1
    170
    13
    JavaScript
    MIT License
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    A protocol bridge that connects AI systems to Taiga project management platform, enabling AI tools to create and manage projects, epics, user stories, tasks, issues, and sprints.
    60
    1
    Python
    MIT License
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    An MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.
    1
    TypeScript
    MIT License
    • Apple
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    A bridge allowing Claude Desktop to access Telegram chats and messages via the Model Context Protocol, providing read-only capabilities to retrieve dialogs and messages from Telegram.
    2
    38
    Python
    MIT License
    • Apple
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    MCP server for collecting code from files and directories into a single markdown document.
    2
    4
    Python
    MIT License
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    Fetches and extracts comprehensive package documentation from multiple programming language ecosystems (JavaScript, Python, Java, etc.) for LLMs like Claude without requiring API keys.
    4
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    10
    JavaScript
    MIT License
    • Apple
    • Linux
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    Enables creation, management, and templating of prompts through a simplified SOLID architecture, allowing users to organize prompts by category and fill in templates at runtime.
    6
    1,385
    6
    TypeScript
    MIT License
    • Apple
    • Linux
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    Allows AI assistants to list tables, read data, and execute SQL queries through a controlled interface, making database exploration and analysis safer and more structured.
    1
    157
    Python
    MIT License
    • Linux
    • Apple
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    A customized MCP memory server that enables creation and management of a knowledge graph with features like custom memory paths and timestamping for capturing interactions via language models.
    11
    2
    JavaScript
    MIT License
    • Apple
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    A high-performance MCP server utilizing libSQL for persistent memory and vector search capabilities, enabling efficient entity management and semantic knowledge storage.
    6
    49
    39
    TypeScript
    MIT License
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    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.
    10
    2
    Python
    MIT License
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    A Pyodide server for executing Python code by Large Language Models (LLMs) via the Model Context Protocol (MCP).
    5
    3
    TypeScript
    MIT License
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    An MCP server implementation that integrates with SiYuan Note system, enabling AI models to access and manipulate note data through comprehensive commands for notebook management, document operations, and content manipulation.
    3
    104
    1
    TypeScript
    ISC License
    • Linux
    • Apple
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    An AI-powered automation tool development platform that provides modular architecture with tool hot-reloading, enterprise-grade integration capabilities, and real-time updates with zero-downtime deployment.
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    4
    TypeScript
    MIT License
    • Apple
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    Enables vector similarity search and serving of Svelte documentation via the MCP protocol, with support for local caching and multiple llms.txt documentation formats.
    2
    64
    23
    TypeScript
    MIT License
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    An enhanced Model Context Protocol server that enables AI assistants to interact with ClickUp workspaces, supporting task relationships, comments, checklists, and workspace management through natural language.
    40
    761
    TypeScript
    MIT License
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    A memory server for Claude that stores and retrieves knowledge graph data in DuckDB, enhancing performance and query capabilities for conversations with persistent user information.
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    80
    10
    TypeScript
    MIT License
    • Apple
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    A Model Context Protocol server that enables AI assistants to securely interact with OceanBase databases by listing tables, reading data, and executing SQL queries through a controlled interface.
    1
    2
    Python
    Apache 2.0
    • Linux
    • Apple
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    The Firebase MCP server provides a standardized interface to interact with Firebase services, including Firebase Authentication, Firestore, and Firebase Storage.
    9
    543
    55
    TypeScript
    MIT License
    • Apple
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    A Model Context Protocol server that converts Markdown content into interactive mindmaps, allowing AI assistants to visualize hierarchical information through either HTML content or saved files.
    1
    38
    Python
    MIT License
    • Apple
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    A MCP server that integrates with Stable Diffusion WebUI to provide text-to-image generation and image upscaling capabilities through simple API calls.
    5
    4
    JavaScript
    MIT License
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    A MCP server that enables transcription of audio files using OpenAI's Speech-to-Text API, with support for multiple languages and file saving options.
    1
    2
    JavaScript
    MIT License
    • Linux
    • Apple
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    Enables users to search for academic articles on platforms like arXiv using specific keywords, with plans to integrate more scholarly databases in the future.
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    40
    Python
    MIT License
    • Apple
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    Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image dimensions and compresses images from URLs and local files using the TinyPNG API. It supports converting images to formats like webp, jpeg/jpg, and png, providing detailed information on width, height, type, and compressi
    4
    162
    2
    TypeScript
    MIT License
    • Apple
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    An MCP Server that integrates with Stability AI's API to provide high-quality image generation, editing, and manipulation capabilities including background removal, outpainting, search-and-replace, and upscaling.
    13
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    40
    TypeScript
    MIT License
    • Apple
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    An MCP server implementation that integrates Claude with Salesforce, enabling natural language interactions with Salesforce data and metadata for querying, modifying, and managing objects and records.
    7
    26
    8
    TypeScript
    MIT License
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    A Model Context Protocol (MCP) server that enables AI assistants to control and interact with Android devices, allowing for device management, app debugging, system analysis, and UI automation through natural language commands.
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    30
    Python
    Apache 2.0
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    A Model Context Protocol (MCP) server that integrates Claude with the Terraform Cloud API, allowing Claude to manage your Terraform infrastructure through natural conversation.
    25
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    Python
    MIT License
    • Linux
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    Enables searching for drugs and exploring ontology terms in the Cortellis database, providing access to comprehensive drug development status information with structured JSON responses.
    7
    100
    JavaScript
    MIT License
    • Linux
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    A Model Context Protocol (MCP) server implementation that provides EMQX MQTT broker interaction.
    4
    10
    Python
    Apache 2.0
    • Apple
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    A template for creating custom tools for Cursor IDE using Model Context Protocol that allows users to deploy their own MCP server to Heroku and connect it to Cursor IDE.
    2
    1
    Python
    MIT License
    • Linux
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    A server enabling integration between KoboldAI's text generation capabilities and MCP-compatible applications, with features like chat completion, Stable Diffusion, and OpenAI-compatible API endpoints.
    20
    0
    1
    JavaScript
    MIT License
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    Provides tools for interacting with Targetprocess, a project management and agile planning platform, enabling AI assistants to search, create, and update project entities with proper validation.
    5
    TypeScript
    MIT License
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    A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.
    3
    3
    Python
    MIT License
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    A mathematical computation service that enables users to perform symbolic calculations including basic arithmetic, algebra, calculus, equation solving, and matrix operations through the MCP protocol.
    1
    1
    Python
    MIT License
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    This server facilitates structured problem-solving by breaking down complex issues into sequential steps, supporting revisions, and enabling multiple solution paths through full MCP integration.
    3
    51
    Python
    MIT License
    • Apple
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    security
    A
    license
    A
    quality
    A high-performance, persistent memory system for the Model Context Protocol (MCP) providing vector search capabilities and efficient knowledge storage using libSQL as the backing store.
    6
    49
    1
    TypeScript
    MIT License
    • Linux
  • A
    security
    A
    license
    A
    quality
    An MCP server for connecting agentic systems to search systems via searXNG.
    1
    43
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server implementation that provides database interaction and business intelligence capabilities through SQLite. This server enables running SQL queries, analyzing business data, and automatically generating business insight memos.
    6
    32,380
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A TypeScript-based server to interact with ArangoDB using the Model Context Protocol, enabling database operations and integration with tools like Claude and VSCode extensions for streamlined data management.
    7
    7
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A simple template for creating custom tools for Cursor IDE using Model Context Protocol, deployable via Heroku, Docker, or directly within Cursor IDE.
    2
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    An Amazon S3 Model Context Protocol server that allows Large Language Models like Claude to interact with AWS S3 storage, providing tools for listing buckets, listing objects, and retrieving object contents.
    3
    84
    3
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Node.js/TypeScript implementation of a Model Context Protocol server for the Deepseek R1 language model, optimized for reasoning tasks with a large context window and fully integrated with Claude Desktop.
    1
    40
    JavaScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A Claude MCP server that allows Claude to interact with your FreeAgent account to track time, manage timers, and handle timeslip operations.
    7
    1
    JavaScript
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    An MCP server that enables natural language interaction with the Lichess chess platform, allowing users to play games, analyze positions, manage their account, and participate in tournaments through Claude.
    90
    JavaScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A server implementing Anthropic's Model Context Protocol (MCP) for Firebird SQL databases, enabling Claude and other LLMs to securely access, analyze, and manipulate data in Firebird databases through natural language.
    4
    2,147
    4
    TypeScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    An MCP server that enables saving and sharing Claude Desktop conversations, allowing users to store chats privately or make them public through a web interface.
    2
    6
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that provides DuckDuckGo search functionality for Claude, enabling web search capabilities through a clean tool interface with rate limiting support.
    1
    60
    15
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Scalable, high-performance knowledge graph memory system with semantic search, temporal awareness, and advanced relation management.
    20
    355
    3
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Enables the generation of images using Together AI's models through an MCP server, supporting customizable parameters such as model selection, image dimensions, and output directory.
    1
    4
    JavaScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A secure server for executing terminal commands within predefined paths, allowing safe interaction by Large Language Models with operating system environments.
    1
    11
    3
    JavaScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    Facilitates interaction with Starknet blockchain via MCP by exposing various RPC methods, allowing users to query chain states, transaction details, and block information using natural language queries.
    1
    1
    9
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    An MCP server providing access to college football statistics sourced from the College Football Data API within Claude Desktop.
    9
    8
    Python
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A production-ready template for building Model Context Protocol servers in TypeScript, offering fast development with Bun, Biome linting, and automated version management.
    1
    12
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    MCP for Replicate Flux Model. Generating images by prompts
    7
    487
    6
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Dart-based MCP server implementation that enables AI-assisted task management, document handling, and workspace organization through standardized tools and seamless Dart integration.
    10
    403
    2
    JavaScript
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    A central hub that aggregates multiple MCP resource servers into a single unified interface, enabling users to access tools and capabilities from multiple backend servers through one connection point.
    30
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A template for creating custom tools for Cursor IDE using Model Context Protocol (MCP), allowing developers to extend Cursor's functionality with their own server-based tools.
    11
    2
    Python
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    Memory bank with Server as SSH support for central knowledge base
    15
    22
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Facilitates interaction with the Bitcoin network via the Model Context Protocol, enabling key generation, address validation, transaction decoding, and blockchain data retrieval.
    5
    103
    18
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server that provides tools for managing todo items, including creation, updating, completion, deletion, searching, and summarizing tasks.
    10
    4
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    This MCP server provides tools for interacting with Cloudflare Browser Rendering, allowing you to fetch and process web content for use as context in LLMs directly from Cline or Claude Desktop.
    5
    1
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Facilitates interaction with AWS Bedrock-enabled tools by implementing Anthropic's Model Context Protocol for seamless tool integration and communication.
    1
    28
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    This server implements the Model Context Protocol for seamless interaction with Azure Blob Storage and Cosmos DB, enabling automatic logging and audit tracking of operations.
    16
    4
    Python
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    Facilitates AI session handoffs and next steps tracking through project-based organization, supporting task prioritization and seamless workflow management.
    8
    6
    JavaScript
  • A
    security
    F
    license
    A
    quality
    Enables LLMs to perform web browsing tasks, take screenshots, and execute JavaScript using Puppeteer for browser automation.
    4
    15,502
    1
    JavaScript
  • -
    security
    A
    license
    -
    quality
    A server implementation that provides MCP-compatible access to Composio applications like Gmail and Linear, allowing interaction through a structured interface for language models.
    30
    TypeScript
    Apache 2.0
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides a SQL interface for querying and managing Apache Iceberg tables through Claude desktop, allowing natural language interaction with Iceberg data lakes.
    1
    2
    Python
  • -
    security
    A
    license
    -
    quality
    Use 3,000+ pre-built cloud tools from Apify, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more
    585
    137
    TypeScript
    Apache 2.0
    • Apple
  • A
    security
    F
    license
    A
    quality
    An MCP server that provides tools for interacting with AWS S3 buckets, enabling direct access to S3 operations through the Model Context Protocol.
    1
    Python
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
    23,540
    6,831
    TypeScript
    Apache 2.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neon.
    529
    156
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP server that provides tools to load and fetch documentation from any llms.txt source, giving users full control over context retrieval for LLMs in IDE agents and applications.
    177
    Python
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    MCP server that integrates with inBox note-taking API, allowing users to create notes through any MCP client using conversation-based interactions.
    1
    JavaScript
    MIT License
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that enhances language models with protein structure analysis capabilities, enabling detailed active site analysis and disease-related protein searches through established protein databases.
    2
    6
    TypeScript
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server implementation for the OpenLedger API. This server provides structured context to AI models according to the MCP specification.
    8
    TypeScript
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server implementation that enables AI assistants to securely interact with GreptimeDB, allowing them to explore database schema, read data, and execute SQL queries through a controlled interface.
    11
    Python
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    Enables natural language interaction with Jira for managing projects, issues, tasks, and workflows through the Model Context Protocol, allowing users to delegate PM tasks through Claude Desktop.
    9
    34
    JavaScript
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that enables Docker container management through natural language interactions using a custom GPT interface.
    7
    3
    TypeScript
  • -
    security
    A
    license
    -
    quality
    A server that provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering.
    66
    Python
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    A package that connects Claude Desktop and other MCP clients to Cloudflare Workers, enabling custom functionality to be accessed via natural language through the Model Context Protocol.
    1,942
    457
    TypeScript
    Apache 2.0
  • A
    security
    F
    license
    A
    quality
    A backend service for executing transactions on Binance Smart Chain, enabling secure transfers of BNB and BEP-20 tokens, smart contract interactions, and token creation through structured MCP integration.
    12
    502
    65
    TypeScript
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Model Context Protocol server to run Python code in a sandbox.
    1,462
    8,202
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables natural language queries to MySQL databases, powered by XiYanSQL text-to-SQL technology.
    34
    Python
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    GenAIScript is a JavaScript runtime dedicated to build relaible, automatable LLM scripts. Every GenAIScript can be exposed as a MCP server automatically.
    2,463
    TypeScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    This lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neo4j and your Aura account.
    179
    Python
    MIT License
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides tools to analyze and optimize WebGL games, offering performance insights, memory usage analysis, and template-specific optimization suggestions.
    2
    1
    JavaScript
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that connects Claude to Heurist Mesh APIs, providing access to various blockchain and web3 tools including cryptocurrency data, token security, Twitter intelligence, and web search capabilities.
    9
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    MCP-Server from your Database optimized for LLMs and AI-Agents. Supports PostgreSQL, MySQL, ClickHouse, Snowflake, MSSQL, BigQuery, Oracle Database, SQLite, ElasticSearch, DuckDB
    211
    Go
    Apache 2.0
    • Linux
  • -
    security
    A
    license
    -
    quality
    This is an MCP server for PostgREST. It allows LLMs perform database queries and operations on Postgres databases via PostgREST. This server works with both Supabase projects (which use PostgREST) and standalone PostgREST servers.
    536
    558
    TypeScript
    Apache 2.0
    • Apple
  • -
    security
    A
    license
    -
    quality
    A lightweight MCP server that enables database access and querying through ODBC connections, with special support for Virtuoso DBMS features like SPARQL and AI assistance through natural language.
    Python
    Apache 2.0
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.
    17
    6
    TypeScript
  • A
    security
    F
    license
    A
    quality
    Provides reasoning content to MCP-enabled AI clients by interfacing with Deepseek's API or a local Ollama server, enabling focused reasoning and thought process visualization.
    1
    54
    24
    JavaScript
  • A
    security
    F
    license
    A
    quality
    Official implementation of Anthropic's 'think' tool that provides Claude with a dedicated space for structured reasoning, improving performance by up to 54% on complex tasks requiring multi-step problem solving.
    1
    525
    37
    TypeScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    Enables AI models to perform MySQL database operations through a standardized interface, supporting secure connections, query execution, and comprehensive schema management.
    7
    16
    JavaScript
  • -
    security
    A
    license
    -
    quality
    MCP server for Nile Database - Manage and query databases, tenants, users, auth using LLMs
    59
    13
    TypeScript
    MIT License
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    Enables interaction with Coolify applications and resources through the Coolify API via a standardized interface, supporting application management operations such as listing, starting, stopping, restarting, and deploying.
    11
    3
    JavaScript
  • A
    security
    F
    license
    A
    quality
    Provides integration with Jira's REST API, allowing AI assistants to manage Jira issues programmatically.
    6
    6
    JavaScript
    • Apple
  • -
    security
    A
    license
    -
    quality
    A cloud-based custom MCP server using Azure Functions that enables saving and retrieving code snippets with secure communication through keys, HTTPS, OAuth, and network isolation options.
    2
    MIT License
    • Linux
    • Apple
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that enables conversational AI interaction with Illumio PCE for security policy management, workload operations, traffic flow analysis, and compliance assessment.
    23
    Python
    • Apple
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol service for Claude that enables natural language interaction with Microsoft Todo tasks, including viewing task lists, creating tasks, and managing checklist items.
    13
    111
    3
    TypeScript
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides an image generation tool using Templated.io, allowing users to create customized images based on templates with text and image layers.
    TypeScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that allows creation and management of multiple Fireproof JSON databases with CRUD operations, querying capabilities, and cloud synchronization for sharing databases with others.
    9
    2
    JavaScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    An MCP server implementation that leverages Google's Gemini API to provide analytical problem-solving capabilities through sequential thinking steps without code generation.
    1
    6
    JavaScript
  • A
    security
    F
    license
    A
    quality
    A server for managing and summarizing notes using a custom URI scheme, with tools to add notes and create styled summaries.
    4
    1
    Python
    • Apple
  • A
    security
    F
    license
    A
    quality
    A server providing a unified interface to interact with Firebase services, including Authentication, Firestore, and Storage.
    9
    7
    TypeScript
  • A
    security
    F
    license
    A
    quality
    A Python server that enables interaction with Box files and folders through the Box API, allowing operations like file search, text extraction, and AI-based querying and data extraction.
    8
    8
    Python
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    Built as a Model Context Protocol (MCP) server that provides advanced web search, content extraction, web crawling, and scraping capabilities using the Firecrawl API.
    4
    1
    Python
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    Enables querying Supabase databases and generating TypeScript types through the Model Context Protocol interface, supporting features like schema selection, column filtering, and pagination.
    2
    9
    JavaScript
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that enables AI assistants to interact with the Deriv trading API, providing access to active trading symbols and account balance information.
    2
    Python
    • Apple
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides tools for programmatically managing Airtable bases, tables, fields, and records through Claude Desktop or other MCP clients.
    12
    105
    19
    JavaScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.
    7
    2
    Python
    • Apple
  • A
    security
    F
    license
    A
    quality
    A TypeScript-based template for developing Model Context Protocol servers with features like dependency injection and service-based architecture, facilitating the creation and integration of custom data processing tools.
    1
    2
    TypeScript
  • -
    security
    A
    license
    -
    quality
    A powerful Model Context Protocol framework that extends Cursor IDE with tools for web content retrieval, PDF processing, and Word document parsing.
    3
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
    8
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A server that enables MCP clients like Anthropic Claude App to interact with local Zotero libraries, allowing users to search papers, manage notes, and access research materials through natural language.
    2
    Python
    Apache 2.0
    • Apple
  • -
    security
    A
    license
    -
    quality
    Facilitates multi-client processing for high-performance operations within the DigitalFate framework, enabling advanced automation through task orchestration and agent integration.
    16
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP server that enables AI assistants like Claude to interact with Substack newsletters, allowing for post retrieval, content searching, and author information access through a standardized interface.
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Enables Cursor and Windsurf to safely interact with Supabase databases by providing tools for database management, SQL query execution, and Supabase Management API access with built-in safety controls.
    7
    Python
    Apache 2.0
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Enables AI models to publish and consume messages from Apache Kafka topics through a standardized interface, making it easy to integrate Kafka messaging with LLM and agent applications.
    6
    Python
    Apache 2.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server based on the MCP protocol that uses the Brave API for web search functionality.
    6
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Access Home Assistant data and control devices (lights, switches, thermostats, etc).
    6
    123
    TypeScript
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) implementation for connecting to and working with various database systems.
    178
    12
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server that provides code analysis capabilities using tree-sitter, designed to give Claude intelligent access to codebases with appropriate context management.
    1
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables LLMs like Claude to interact with the Alpaca trading API, allowing for trading stocks, checking positions, fetching market data, and managing accounts through natural language.
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that allows LLMs to interact with web content through standardized tools, currently supporting web scraping functionality.
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants to perform advanced web scraping, crawling, searching, and data extraction through the Firecrawl API.
    8,264
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A server implementation that allows secure communication between MCP clients and privateGPT, enabling users to chat with privateGPT using knowledge bases and manage sources, groups, and users through a standardized Model Context Protocol.
    1
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.
    2
    Python
    MIT License
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides seamless interaction with Workato's API through custom AI tools, enabling management of recipes, connections, connectors, folders, and activity logs.
    TypeScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.
    8
    Python
    Apache 2.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A read-only MCP server for Kubernetes that allows querying cluster information and diagnosing issues through natural language interfaces like Claude.
    1
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Facilitates access and management of Langfuse prompts through the Model Context Protocol, enabling prompt discovery, retrieval, and integration within clients like Claude Desktop and Cursor.
    28
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A server that provides Claude with Redis database access and operations through a set of tools for basic operations, lists, hashes, sets, and pub/sub functionality.
    8
    Python
    MIT License