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a-tool-for-semantic-and-symbol-based-search-in-python-documentation MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

43,350 tools. Last updated 2025-12-11 13:21
  • Fetch Python documentation directly using natural language queries. This tool helps developers quickly access relevant Python documentation by integrating with the Brave Search API.
    Apache 2.0
  • Search Dedalus MCP documentation by query, titles, or content to retrieve relevant documents with scores. Supports keyword and semantic search for efficient information retrieval.
    MIT License
  • Search the Python Package Index (PyPI) for Python packages to retrieve relevant packages based on a specified query, aiding in code research and development.
    AGPL 3.0
  • Retrieve Python library documentation with a natural language query. Specify library, version, and number of results to access consolidated, up-to-date reference material in one call.
    MIT License
  • Search AWS Lambda Powertools documentation across Python, TypeScript, Java, and .NET runtimes to find details on features like Logger, Tracer, Metrics, and Idempotency using text queries.

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