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"Local RAG system for providing documentation to a large language model (LLM)" matching MCP servers:

  • dryad-rag-mcp by DryadAI

    dryad-rag-mcpofficial

    DryadAI
    A
    license
    A
    quality
    C
    maintenance
    Exposes a RAG document-search API as MCP tools (rag_health, rag_ingest, rag_query), enabling agents to index and search markdown documents with cited results through natural language.
    3
    MIT
  • Local AI MCP by TMHSDigital

    Local AI MCPofficial

    TMHSDigital
    A
    license
    A
    quality
    A
    maintenance
    Unified MCP server for managing local model runtimes (Ollama, LM Studio, etc.), enabling provider-agnostic discovery, lifecycle management, hardware-fit checks, and delegated inference.
    16
    763
    Creative Commons Attribution Non Commercial No Derivatives 4.0 International
  • LLM Pulse MCP Server by LLM-Pulse

    LLM Pulse MCP Serverofficial

    LLM-Pulse
    A
    license
    A
    quality
    B
    maintenance
    Monitors brand mentions, citations, sentiment, competitor share of voice, and GEO performance across AI search engines.
    1
    MIT
  • FieldCure MCP RAG Server by fieldcure

    FieldCure MCP RAG Serverofficial

    fieldcure
    A
    license
    Not graded
    quality
    B
    maintenance
    A Model Context Protocol server for indexing and searching local document collections with hybrid BM25+vector search, optimized for Korean and English, supporting DOCX, PDF, audio, and more.
    MIT
  • mcp-server-rag-web-browser by apify

    mcp-server-rag-web-browserofficial

    apify
    A
    license
    Not graded
    quality
    F
    maintenance
    Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.
    75
    208
    Apache 2.0
  • fayna-rag-mcp by fayna-digital

    fayna-rag-mcpofficial

    fayna-digital
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables local knowledge base management with retrieval-augmented generation (RAG), providing semantic search, document reading, listing, and Q&A via MCP tools and REST endpoints, all running locally without cloud dependencies.
    MIT
  • Model Context Shell by StacklokLabs

    Model Context Shellofficial

    StacklokLabs
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to compose MCP tool calls into Unix-style pipelines, executing complex workflows server-side and returning only the final result.
    22
    Apache 2.0
  • SOLVRO MCP - Knowledge Graph RAG System by Solvro

    SOLVRO MCP - Knowledge Graphofficial

    Solvro
    F
    license
    Not graded
    quality
    B
    maintenance
    Enables querying a Neo4j knowledge graph about Wroclaw University of Science and Technology using natural language. Converts user questions into Cypher queries and retrieves contextual information through an intelligent RAG pipeline with LLM-powered query routing.
    5
  • Msty Local Ops by vega-llc

    Msty Local Opsofficial

    vega-llc
    A
    license
    A
    quality
    A
    maintenance
    A fail-closed MCP server for Msty Studio on macOS that provides read-only diagnostics and an optional bounded local-generation tool, without accessing chats, keys, or configuration.
    4
    MIT