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Retrieval-Augmented Generation Techniques for Document Processing MCP tools

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

71,242 tools. Last updated 2026-02-11 08:28
  • Ask questions about memory files using retrieval-augmented generation to get answers from stored content with configurable search modes.
    MIT
  • Extract and analyze web page content to answer specific questions using RAG (Retrieval Augmented Generation). Provide AI-generated responses based on relevant page sections for accurate insights.
    MIT
  • Analyze project ecosystems recursively with advanced prompting techniques, including Knowledge Generation and Reflexion, to uncover technology-specific insights and improve decision-making.
    MIT
  • Automatically create Architectural Decision Records (ADRs) from Product Requirements Documents (PRDs) using advanced prompting techniques and domain-specific insights for precise architectural documentation.
    MIT

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