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Information about RAG (Retrieval-Augmented Generation) or rag-related topics MCP servers

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

12,707 servers. Last updated 2025-12-21 18:12

Matching MCP tools:

"Information about RAG (Retrieval-Augmented Generation) or rag-related topics" matching MCP servers:

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    Enhances AI model capabilities with structured, retrieval-augmented thinking processes that enable dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning.
    Last updated 4 months ago
    16
    MIT License
    • Apple
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    A server that integrates Retrieval-Augmented Generation (RAG) with the Model Control Protocol (MCP) to provide web search capabilities and document analysis for AI assistants.
    Last updated 7 months ago
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    Apache 2.0
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    Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allowing users to ingest documents and perform semantic searches with advanced context handling through Modern Context Processing (MCP).
    Last updated 8 months ago
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    • Linux
    • Apple
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    An MCP-compatible system that handles large files (up to 200MB) with intelligent chunking and multi-format document support for advanced retrieval-augmented generation.
    Last updated 7 months ago
    8
    MIT License
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    A complete MCP server for Retrieval-Augmented Generation with file management and vector memory for agents. Supports multiple document formats (PDF, DOCX, TXT, MD, CSV, JSON) with semantic search using Hugging Face embeddings and ChromaDB for efficient vector storage.
    Last updated 4 months ago
    11
    4
    1
    MIT License

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