Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

4,733 servers. Last updated -

Matching MCP servers:

  • A
    security
    A
    license
    A
    quality
    An MCP server for fetching and transforming web content into various formats.
    Last updated -
    4
    4
    Python
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.
    Last updated -
    1
    15
    Python
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    An MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.
    Last updated -
    1
    JavaScript
    Apache 2.0
    • Apple
  • A
    security
    A
    license
    A
    quality
    A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.
    Last updated -
    3
    3
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    This MCP server provides unified diffs of two text inputs using Python's standard library difflib.
    Last updated -
    1
    4
    Python
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that allows LLMs to interact with Python environments, execute code, and manage files within a specified working directory.
    Last updated -
    9
    8
    Python
    • Linux
    • Apple

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • -
    security
    A
    license
    -
    quality
    This server offers secure, read-only access to directory files via the MCP, supporting file searching, .gitignore compliance, path traversal protection, and MIME type detection using the 'file://' URI scheme.
    Last updated -
    6
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.
    Last updated -
    4
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A secure MCP server enabling read-only access and file search capabilities within a specified directory, while respecting .gitignore patterns.
    Last updated -
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Model Context Profile server that enables Claude to interact with Todoist, allowing users to create, retrieve, update, and manage tasks through natural language commands.
    Last updated -
    1
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.
    Last updated -
    2
    Python
    Apache 2.0
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A streamlined foundation for building Model Context Protocol servers in Python, designed to make AI-assisted development of MCP tools easier and more efficient.
    Last updated -
    13
    Python
    MIT License
  • -
    security
    F
    license
    -
    quality
    A server implementation that allows AI models to interact with Jira through the Model Context Protocol, enabling tasks like JQL searches and retrieving issue details.
    Last updated -
    Python
  • -
    security
    F
    license
    -
    quality
    A server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite databases through Claude Desktop using natural language queries.
    Last updated -
    Python
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution.
    Last updated -
    1
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Python server that enables interaction with macOS native applications (Contacts, Notes, Mail, Messages, Reminders, Calendar, and Maps) through AppleScript, featuring asynchronous operations and type-safe interfaces.
    Last updated -
    5
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    A demonstration server showing MCP implementation in Python with resource handling, tool operations, and reusable prompts for a simple user/post system with local database.
    Last updated -
    Python
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide weather queries, geocoding, and web search functionality through both command-line and web interfaces.
    Last updated -
    2
    Python
  • -
    security
    F
    license
    -
    quality
    Provides an interactive Python REPL environment that maintains persistent session state, allowing users to execute Python code and access session history.
    Last updated -
    49
    Python
    • Apple
  • -
    security
    A
    license
    -
    quality
    An interactive Python code execution environment that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
    Last updated -
    7
    Python
    Apache 2.0
  • A
    security
    A
    license
    A
    quality
    This project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.
    Last updated -
    8
    Python
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    MCP server that integrates with Shopify API, allowing Claude Desktop users to retrieve and manipulate product information from Shopify stores.
    Last updated -
    5
    Python
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    MCP server that provides Korean weather information using grid coordinates and the Korea Meteorological Administration API, allowing users to query current weather conditions and forecasts for specific locations in Korea.
    Last updated -
    2
    3
    Python
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Model Context Protocol server to run Python code in a sandbox.
    Last updated -
    1,462
    9,493
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that allows execution of Python code within Daytona workspaces, providing a secure and isolated environment for executing and managing Python scripts.
    Last updated -
    1
    8
    Python
    Apache 2.0
    • Apple
  • -
    security
    A
    license
    -
    quality
    A cryptocurrency price service that provides real-time crypto pricing information through an MCP (Model Context Protocol) framework with CoinMarketCap API integration.
    Last updated -
    Python
    GPL 3.0
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Python-based implementation of the Model Context Protocol that enables communication between a model context management server and client through a request-response architecture.
    Last updated -
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A FastMCP-based server that enables interaction with MySQL databases, supporting client-server communication for querying and analyzing MySQL data.
    Last updated -
    Python
  • -
    security
    F
    license
    -
    quality
    A powerful MCP server for interacting with Trello boards, lists, and cards via AI Hosts.
    Last updated -
    7
    Python
    • Linux
    • Apple
  • -
    security
    -
    license
    -
    quality
    A Python implementation of the Model Context Protocol that allows applications to provide standardized context for LLMs, enabling creation of servers that expose data and functionality to LLM applications through resources, tools, and prompts.
    Last updated -
    Python
    MIT License
  • -
    security
    F
    license
    -
    quality
    An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.
    Last updated -
    1
    Python