"MCP with RAG capabilities" matching MCP servers:

• MCP RAG with ChromaDB

  CyprianFusi

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  security

  A

  license

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  quality

  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

• RAG-MCP Server

  plaban1981

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  security

  A

  license

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  quality

  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

• RAG Memory MCP

  ttommyth

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  security

  F

  license

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  quality

  An advanced MCP server providing RAG-enabled memory through a knowledge graph with vector search capabilities, enabling intelligent information storage, semantic retrieval, and document processing.

  Last updated 10 months ago

  23

  44

• Chalee MCP RAG

  PrettyKing

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  security

  F

  license

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  quality

  Enables RAG (Retrieval-Augmented Generation) capabilities with document processing, vector storage, and intelligent Q\&A using OpenAI embeddings and semantic search.

  Last updated 9 months ago

• RAG Anything MCP Server

  jesse-merhi

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  security

  A

  license

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  quality

  An MCP server that provides comprehensive multimodal Retrieval-Augmented Generation (RAG) capabilities for processing and querying document directories, supporting text, images, tables, and equations.

  Last updated 9 months ago

  16

  MIT

• RAG MCP Server

  ali-48

  A

  security

  F

  license

  A

  quality

  Combines a knowledge graph with RAG (Retrieval-Augmented Generation) capabilities for semantic code indexing and search. Enables creating entity relationships, managing observations, and performing semantic searches across indexed codebases.

  Last updated 2 months ago

  13