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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 18:30

Matching MCP tools:

Matching MCP servers:

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    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
  • -
    security
    F
    license
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    quality
    Provides cognitive tools for critical thinking and multi-perspective analysis of current affairs through structured prompts, including claim deconstruction, perspective comparison, and analysis through 9 analytical lenses (historical, economic, geopolitical, etc.).
    Last updated a month ago
    • Apple
  • -
    security
    A
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    Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.
    Last updated a year ago
    12
    MIT License
  • A
    security
    A
    license
    A
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    MCP to analyse local audio file.
    Last updated 4 months ago
    8
    18
    MIT License
    • Apple
  • A
    security
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    Transform your codebase into professional architectural decision records with intelligent AI analysis
    Last updated 2 days ago
    36
    35
    14
    MIT License

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