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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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12,146 servers. Last updated 2025-12-04 17:59

Matching MCP tools:

Matching MCP servers:

  • Coding Standards MCP Server

    ggerve
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    security
    A
    license
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    quality
    Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.
    Last updated 4 months ago
    2
    3
    14
    MIT License

  • Python MCP Server Examples

    cyanmage
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    security
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    license
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    quality
    A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.
    Last updated 4 months ago
    MIT No Attribution

  • PRIMS – Python Runtime Interpreter MCP Server

    hileamlakB
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    security
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    license
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    quality
    Enables LLM agents to execute arbitrary Python code in secure, isolated sandbox environments with automatic dependency management and file handling. Each code execution runs in a fresh virtual environment that gets destroyed after completion, providing safe and reproducible Python code execution.
    Last updated 2 months ago
    22
    MIT License

  • Dr. QuantMaster MCP Server

    seanshin0214
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    security
    A
    license
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    quality
    AI-powered quantitative research assistant with 45 tools for causal inference methods (DID, RDD, IV, PSM), regression analysis, power calculations, and statistical code generation in R, Stata, and Python.
    Last updated 6 days ago
    MIT License
    • Apple
    • Linux

  • Python MCP Sandbox

    JohanLi233
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    security
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    license
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    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 2 days ago
    31
    Apache 2.0

  • MCP Server Python Template

    Cris-0k
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    security
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    license
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    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 an hour ago
    12
    MIT License

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