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"Hybrid RAG System for Indexing DevOps eBooks and Online Documentation" matching MCP servers:

  • hybrid-rag-mcp

    udarshmarthala
    A
    license
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    quality
    C
    maintenance
    An MCP server that provides a search_docs tool with hybrid retrieval (BM25 + dense vectors) and cross-encoder reranking, backed by evaluation, prompt-injection guardrails, and OpenTelemetry tracing.
    MIT

  • Hybrid RAG Project MCP Server

    gwyer
    A
    license
    -
    quality
    D
    maintenance
    Enables Claude to perform hybrid search across local documents by combining semantic vector retrieval and BM25 keyword matching for optimal context recovery. It supports multiple file formats including PDF, CSV, and Markdown, leveraging local Ollama models for private and efficient document querying.
    4
    MIT

  • Modular RAG System

    naffss-eng
    F
    license
    -
    quality
    B
    maintenance
    MCP server for a modular RAG system that enables natural language question answering over enterprise documents with intent-aware routing, adaptive retrieval, and citation-backed responses.

  • hybrid-rag-mcp-server

    n-irei
    F
    license
    -
    quality
    D
    maintenance
    Enables natural language search over PDF documents using vector search, allowing MCP clients like Claude Desktop to query PDF content.
    1

  • Documentation Fetcher & RAG

    mikkelkrogsholm
    F
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to fetch, index, and perform semantic RAG-based searches on API documentation from various sources. It provides tools for hybrid search and collection management, allowing users to access up-to-date documentation from projects like Gemini and FastMCP.

  • hybrid-recall

    cutlerbenjamin1-cmd
    A
    license
    A
    quality
    C
    maintenance
    A local MCP server enabling hybrid search over documents, memory, and knowledge graphs for retrieval-augmented generation, with tools for SQLite, semantic memory, and entity-relationship queries.
    4
    1
    MIT

  • EVE Online OSINT MCP Server

    kongyo2
    A
    license
    A
    quality
    D
    maintenance
    An MCP (Model Context Protocol) server that provides OSINT (Open Source Intelligence) capabilities for EVE Online using multiple APIs including ESI, EveWho, and zKillboard. This server allows AI assistants to gather comprehensive intelligence on EVE Online characters, corporations, and alliances by
    3
    12
    MIT

  • eve-online-mcp

    kongyo2
    A
    license
    B
    quality
    D
    maintenance
    このMCPサーバーは、EVE Onlineのマーケットデータにアクセスするためのインターフェースを提供します。ESI（EVE Swagger Interface）APIを使用して、リアルタイムの市場データを取得できます。
    10
    9
    MIT

  • MCP RAG

    fastmcp-me
    F
    license
    B
    quality
    D
    maintenance
    A RAG-based knowledge base system supporting document processing, semantic search, and intelligent Q\&A with multiple AI model integrations.
    1

  • search-online-mcp

    gastonmorixe
    A
    license
    -
    quality
    D
    maintenance
    Exposes a standardized web search tool via Brave Search for MCP clients like Codex, Claude, and Cursor, returning stable JSON.
    MIT

  • Markdown RAG Documentation

    andnp
    A
    license
    -
    quality
    B
    maintenance
    Enables semantic search over local Markdown documentation using hybrid retrieval combining embeddings, keyword search, and graph traversal with automatic file watching and zero-configuration setup.
    2
    MIT