"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 8 months ago

  22

  MIT

• 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 4 months ago

  MIT

• 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 9 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 10 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 10 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 a year ago

  5