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

  • glowfic-rag

    keenanpepper
    F
    license
    -
    quality
    C
    maintenance
    Provides semantic search capabilities over glowfic.com content using a pre-built vector database and GTE-Large embeddings. It allows users to query specific continuities and authors through MCP-compatible tools in applications like Claude Code and Cursor.

  • MCP for IIIF Images

    mikeapp
    A
    license
    B
    quality
    C
    maintenance
    Provides tools to fetch IIIF manifests and retrieve specific image regions or scaled images for analysis. This server enables detailed interaction with International Image Interoperability Framework resources, supporting tasks like image description and transcription.
    3
    6
    MIT

  • iztro OpenAI MCP for Railway

    snapyharry-potter
    F
    license
    -
    quality
    D
    maintenance
    Remote MCP server for Zi Wei Dou Shu / Tu Vi Dau So astrology tools, exposing read-only tools like get_astrolabe, get_horoscope_decades, etc., designed for Railway deployment and OpenAI ChatGPT developer mode.

  • mcp-alphabanana

    tasopen
    A
    license
    A
    quality
    C
    maintenance
    Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding.
    1
    37
    8
    MIT

  • ai-divination-mcp

    sapuyou45-bit
    A
    license
    A
    quality
    A
    maintenance
    MCP server for ai-divination-skills that provides tools for tarot draws, I Ching casts, Xiao Liu Ren casts, and Bazi chart generation, returning auditable JSON results for AI interpretation.
    5
    5
    MIT

  • opds-mcp

    pastukhov
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that lets an LLM browse, search, and download books from OPDS catalogs (e.g., Project Gutenberg, Standard Ebooks) using tools for feed navigation, full-text search, and acquisition link downloads.
    4
    1
    AGPL 3.0

  • existdb-mcp

    orazionelson
    A
    license
    A
    quality
    D
    maintenance
    MCP server that connects Claude to eXist-db, enabling XQuery execution, offline documentation lookup, and collection management for digital humanities projects using TEI/XML.
    12
    6
    MIT

  • mcp-tung-shing

    baranwang
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol plugin for Chinese Tung Shing (黄历/通勝/通胜) almanac calculations
    1
    49
    36
    MIT

  • Marvel MCP

    DanWahlin
    A
    license
    B
    quality
    F
    maintenance
    MCP Server for the Marvel Developer API, enabling interaction with characters and comics data.
    7
    11
    15
    MIT

  • Artsy Analytics MCP Server

    damassi
    -
    license
    B
    quality
    -
    maintenance
    A Model Context Protocol server that provides Artsy partner analytics tools for Claude Desktop, allowing users to query gallery metrics, sales data, audience insights, and content performance through natural language.
    14
    2,504

  • Rijksmuseum MCP Server

    r-huijts
    A
    license
    -
    quality
    D
    maintenance
    Allows you to search for artworks, retrieve detailed information about specific artworks, access image tiles for artworks, and explore user-created collections from the Rijksmuseum.
    43
    70
    MIT
  • Divine API Indian Astrology MCP by DivineAPI

    Divine API Indian Astrologyofficial

    DivineAPI
    A
    license
    -
    quality
    B
    maintenance
    The MCP server for Divine API's Indian Astrology services, allowing AI assistants to query Vedic astrology data such as Panchang, Kundli, and matchmaking through natural language.
    MIT

  • mcp-va-museum

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    MCP server for querying the Victoria and Albert Museum (V\&A) collections via natural language or direct tool calls.
    8
    MIT

  • IWAC MCP Server

    fmadore
    A
    license
    -
    quality
    A
    maintenance
    A read-only MCP server for the Islam West Africa Collection (IWAC) digital archive, providing 37 tools to search and analyze newspaper articles, publications, references, and more.
    1
    MIT

  • Data4Library MCP Server

    isnow890
    A
    license
    -
    quality
    C
    maintenance
    Provides comprehensive access to South Korea's National Library information system, enabling searches across 1,000+ public libraries, real-time book availability checks, borrowing trends, and location-based library discovery.
    35
    9
    MIT

  • Unsplash API MCP Server

    gzpaitch
    A
    license
    -
    quality
    D
    maintenance
    An API that exposes Unsplash image search, listing, and random photo capabilities as MCP tools, enabling AI models like Claude to directly interact with Unsplash's services.
    3
    MIT

  • Jueshan Paipan MCP

    Riki-1124
    A
    license
    -
    quality
    B
    maintenance
    Provides precise Chinese metaphysics chart calculation (Bazi, Ziwei, Qimen) with true solar time correction, outputting structured JSON and Markdown for AI integration.
    3
    MIT

  • ziwei-mcp

    LouisLin0723
    A
    license
    -
    quality
    F
    maintenance
    Zi Wei Dou Shu (Chinese astrology) charting MCP server. Generates complete ziwei natal charts and transit overlays (12 palaces, 14 major stars, sihua) from birth date and time, powered by FateStar's reversible charting engine.
    21
    MIT