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Open-Source MCP servers

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

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12,013 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Database Tools for Claude AI

    elber-code
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    security
    F
    license
    A
    quality
    MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.
    Last updated -
    1
    6
    4

  • Python Code Runner

    shibing624
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    security
    A
    license
    -
    quality
    Enables execution of Python code in a safe environment, including running scripts, installing packages, and retrieving variable values. Supports file operations and package management through pip.
    Last updated -
    8
    Apache 2.0

  • Python Code Review MCP Agent

    JJJHoons
    A
    security
    F
    license
    A
    quality
    Enables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.
    Last updated -
    5
    1

  • Multi-AI MCP Server for Claude Code

    RaiAnsar
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    security
    A
    license
    -
    quality
    Connects Claude Code with multiple AI models (Gemini, Grok-3, ChatGPT, DeepSeek) simultaneously, allowing users to get diverse AI perspectives, conduct AI debates, and leverage each model's unique strengths.
    Last updated -
    119
    MIT License

  • MCP Tools for Obsidian

    jacksteamdev
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    security
    A
    license
    -
    quality
    A local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.
    Last updated -
    455
    MIT License
    • Apple
    • Linux

  • MCP Dynamic Tools

    Positronic-AI
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    security
    A
    license
    -
    quality
    A dynamic MCP server that automatically discovers Python files in a directory and exposes them as tools to any MCP-compatible AI client, allowing users to easily create and deploy custom AI tools.
    Last updated -
    MIT License

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