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

  • 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

  • DevOps MCP

    devops-vesi
    A
    license
    A
    quality
    D
    maintenance
    An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori documentation templates from a GitHub repository. It allows users to list available resources and fetch specific best practices to integrate directly into their development workflow.
    2
    114
    MIT

  • mcp-for-azure-devops-boards

    danielealbano
    A
    license
    B
    quality
    A
    maintenance
    MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse, query and update Azure DevOps work items as if it were a project manager. Written in Rust and optimized for tokens usagem, It runs via stdio or HTTP mode and uses standard Azure authentication with az login.
    24
    6
    MIT

  • knowledge-rag

    lyonzin
    A
    license
    A
    quality
    A
    maintenance
    Local RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.
    13
    249
    MIT

  • mcp-a2a-documentation

    martoc
    A
    license
    A
    quality
    A
    maintenance
    Search and retrieve Agent2Agent (A2A) protocol documentation using full-text search and section filtering.
    2
    MIT

  • system-monitor

    2428424081cn
    F
    license
    A
    quality
    C
    maintenance
    A secure, read-only MCP server for AI-powered system monitoring. It provides real-time OS metrics, config discovery, and safe log tailing to enable autonomous infrastructure audits without shell access risks.
    4

  • Countdowns Online MCP

    Rocniubi
    A
    license
    A
    quality
    C
    maintenance
    Enables AI clients to retrieve verified countdown event dates, semantics, and FAQ from Countdowns Online, allowing users to browse event categories and understand date contexts without API keys.
    2
    MIT

  • sbox-mcp-documentation

    fiedlermarius
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that provides AI assistants with searchable access to the full s&box game engine documentation and API reference.
    7
    30
    10
    MIT

  • @theyahia/atol-online-mcp

    theYahia
    A
    license
    A
    quality
    D
    maintenance
    MCP server for ATOL Online fiscal receipt API. Enables 54-FZ compliant receipt generation, refunds, corrections, and status checks for Russian online cash registers.
    8
    6
    MIT

  • Documentation MCP Server

    LiL-Loco
    A
    license
    A
    quality
    B
    maintenance
    Generates professional documentation for multi-language codebases with deep AST-based code analysis, supporting Docusaurus, MkDocs, and Sphinx frameworks. Includes API documentation generation, PDF export, OpenAPI spec generation, and sales-ready documentation for code marketplaces.
    9
    MIT

  • mcp-system

    MikeyBeez
    F
    license
    B
    quality
    D
    maintenance
    Enables system automation and control including command execution, process management, network tools, environment variables, disk usage, and service status.
    11

  • 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

  • devops-mcp

    NotHarshhaa
    A
    license
    B
    quality
    B
    maintenance
    Unified MCP server for DevOps engineers that provides real-time read and write access to Kubernetes, ArgoCD, Prometheus, and PagerDuty from any MCP-compatible AI agent.
    21
    138
    2
    MIT

  • ranger-rag-mcp

    WarinChi
    A
    license
    A
    quality
    C
    maintenance
    MCP server that integrates Apache Ranger authorization with RAG, enforcing Ranger policies to control access to knowledge bases before forwarding queries to RAG Studio.
    4
    Apache 2.0