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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:

  • Code Graph Context

    drewdrewH
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    A
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    quality
    Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.
    Last updated 8 days ago
    86
    3
    MIT License

  • Code Context MCP Server

    fkesheh
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    security
    A
    license
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    quality
    An MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.
    Last updated 21 days ago
    18
    MIT License
    • Apple

  • Code Context Provider MCP

    AB498
    A
    security
    A
    license
    A
    quality
    Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers with zero native dependencies.
    Last updated 2 months ago
    1
    62
    20
    MIT License
    • Linux
    • Apple

  • NPM Context Agent MCP

    JuanSebastianGB
    A
    security
    A
    license
    A
    quality
    Provides comprehensive contextual information about npm packages including README files, versions, dependencies, download statistics, and search functionality. Enables users to explore and analyze npm packages through natural language queries with intelligent GitHub README fetching and branch fallback.
    Last updated a month ago
    6
    MIT License

  • Trade Agent

    Trade-Agent
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    security
    A
    license
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    quality
    Trade Agent
    Last updated 2 months ago
    40
    Creative Commons Zero v1.0 Universal

  • 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

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