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Chat with RAG (Retrieval-Augmented Generation) MCP servers

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

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17,313 servers. Last updated 2026-02-13 21:23

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"Chat with RAG (Retrieval-Augmented Generation)" matching MCP servers:

  • Retrieval-Augmented Thinking

    stat-guy
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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 6 months ago
    20
    MIT
    • Apple

  • MCP RAG with ChromaDB

    CyprianFusi
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    Provides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, directories, and URLs.
    Last updated 2 months ago
    MIT
    • Apple

  • MCP Chat

    hbd
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    A server that enables users to chat with each other by repurposing the Model Context Protocol (MCP), designed for AI tool calls, into a human-to-human communication system.
    Last updated 7 months ago
    4
    5
    MIT

  • RAG-MCP Server

    plaban1981
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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 8 months ago
    4
    Apache 2.0

  • MCP-RAG

    AnuragB7
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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 9 months ago
    9
    MIT

  • MCP-RAG Server

    sourangshupal
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    security
    F
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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 10 months ago
    5
    • Linux
    • Apple

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