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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 18:09

Matching MCP tools:

Matching MCP servers:

  • 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 3 months ago
    5
    1

  • Python Code Runner

    shibing624
    -
    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 2 months ago
    8
    Apache 2.0

  • Data Analysis MCP Server

    boyzhang666
    -
    security
    F
    license
    -
    quality
    Provides comprehensive statistical analysis tools for industrial data including time series analysis, correlation calculations, stationarity tests, outlier detection, causal analysis, and forecasting capabilities. Enables data quality assessment and statistical modeling through a FastAPI-based MCP architecture.
    Last updated 2 months ago
    3

  • MCP Server Code Execution Mode

    elusznik
    -
    security
    A
    license
    -
    quality
    Executes Python code in isolated rootless containers while proxying MCP server tools, reducing context overhead by 95%+ and enabling complex multi-tool workflows through sandboxed code execution.
    Last updated 11 days ago
    218
    GPL 3.0
    • Apple
    • Linux

  • Code Analysis MCP Server

    saiprashanths
    A
    security
    F
    license
    A
    quality
    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
    Last updated 10 months ago
    4
    21
    • Apple

  • MCP Code Mode

    draphonix
    -
    security
    F
    license
    -
    quality
    Enables AI agents to write and execute Python code in an isolated sandbox that can orchestrate multiple MCP tool calls, reducing context window bloat and improving efficiency for complex workflows.
    Last updated 10 days ago
    17

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