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"An open-source vector database for similarity search and AI applications" matching MCP servers:

  • open-museum-mcp

    cfpramod
    A
    license
    A
    quality
    A
    maintenance
    Federated, license-verified search across open-access museum collections — currently The Met, Cleveland, AIC, Wikimedia Commons, and Europeana, with more being added. Strict-default-deny rights gate accepts only CC0 / Public Domain Mark, returning reuse-safe artwork with citations in three styles.
    5
    156
    9
    MIT

  • mcp-open-library

    8enSmith
    A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book information.
    8
    7
    557
    88
    MIT

  • mcp-open-library

    pipeworx-io
    A
    license
    Not graded
    quality
    F
    maintenance
    Provides access to Internet Archive's Open Library metadata, enabling queries about books, authors, and subjects via natural language through the Pipeworx gateway.
    2
    MIT

  • Danbooru Search MCP

    echo-xianyu
    A
    license
    A
    quality
    C
    maintenance
    Searches Danbooru for anime/game characters and their associated tags, providing tools to retrieve character profiles, co-occurring tags, wiki descriptions, and tag implications.
    5
    11
    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

  • 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

  • io.github.FreyaBit/shanghai

    FreyaBit
    A
    license
    B
    quality
    B
    maintenance
    Exposes 97 official Shanghai Library open data APIs and the Sou-Yun poetry database (1.99 million poems) as 12 MCP tools, covering genealogy, ancient books, calligraphy, historical buildings, and more. Enables MCP clients to query these datasets using natural language.
    12
    3
    MIT

  • Smithsonian Open Access MCP

    molanojustin
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides AI assistants with access to search, explore, and analyze over 3 million collection objects from the Smithsonian Institution's museums. Enables finding objects currently on exhibit, retrieving detailed metadata, high-resolution images, and 3D models from America's national museums.
    79
    10
    MIT

  • iztro OpenAI MCP for Railway

    snapyharry-potter
    F
    license
    Not graded
    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.

  • National Library of Israel

    mula2812
    F
    license
    Not graded
    quality
    C
    maintenance
    Enables natural language search of the National Library of Israel's digital archive using Claude. Converts conversational queries into structured API calls for exploring cultural, historical, and literary assets.
    4

  • Riksarkivet MCP Server

    AI-Riksarkivet
    A
    license
    A
    quality
    A
    maintenance
    Enables users to search and access digital collections from the Swedish National Archives (Riksarkivet) through multiple APIs. Supports searching records by keywords, exploring collections, and downloading historical images and documents.
    2
    18
    Apache 2.0