implementing-rag-retrieval-augmented-generation-on-local-files MCP servers

"implementing-rag-retrieval-augmented-generation-on-local-files" 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

• Local RAG

  shinpr

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  security

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  Privacy-first local document search using semantic search. Runs entirely on your machine with no cloud services, supporting PDF, DOCX, TXT, and Markdown files.

  Last updated 6 days ago

  6

  353

  112

  MIT

• local-RAG-backend

  suwa-sh

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  A Docker-based local RAG backend that provides advanced document search capabilities using vector, graph, and full-text retrieval via the Model Context Protocol. It supports over 28 file formats and tracks evolving relationships between concepts using a Neo4j-backed graphiti implementation.

  Last updated 7 months ago

  1

  MIT

• mcp-local-rag

  nkapila6

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  "primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨

  Last updated 16 days ago

  1

  102

  Python

  MIT

• Files-DB-MCP

  randomm

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  A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.

  Last updated 7 months ago

  6

  MIT

• 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