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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.

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

Matching MCP tools:

Matching MCP servers:

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    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
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    Persistent memory and pattern learning for AI coding assistants via MCP.
    Last updated 15 days ago
    186
    98
    MIT License
    • Apple
    • Linux
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    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
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    A learning-focused MCP server that demonstrates how to build arithmetic tools for AI assistants, currently featuring addition functionality with structured input/output.
    Last updated 4 days ago
    MIT License
    • Apple
    • Linux
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    An MCP server that generates comprehensive Learning Hour content for Technical Coaches, enabling teams to practice technical excellence through structured deliberate practice sessions.
    Last updated 5 months ago
    5
    3
    6
    MIT License
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    Generates personalized learning paths by integrating with YouTube, Google Drive, and Notion to create comprehensive learning experiences based on user goals.
    Last updated 4 months ago

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