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"A system for semantic search in code repositories" matching MCP servers:

  • 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

  • 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.

  • National Library of Israel

    mula2812
    F
    license
    -
    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

  • Aladin Book Search MCP Server

    TeeDDub
    A
    license
    A
    quality
    D
    maintenance
    MCP server that allows searching and retrieving book information from Aladin's book store API, including book details, bestseller lists, and category-based searches.
    9
    4
    MIT

  • 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.

  • library-of-babel-mcp

    slaufer
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that provides access to the Library of Babel, allowing users to retrieve exact page contents by address, search for text to find its location, and generate random pages.
    4
    151
    ISC

  • 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
    18
    8
    MIT

  • gallica-mcp

    nestordemeure
    A
    license
    A
    quality
    B
    maintenance
    Enables searching and accessing OCR text from millions of digitized documents in Gallica, the digital library of the Bibliothèque nationale de France, through MCP tools for text search, snippet retrieval, and full-text download.
    3
    1
    Apache 2.0

  • lantern-mcp

    nestordemeure
    A
    license
    A
    quality
    C
    maintenance
    Enables full-text search of the Media History Digital Library's digitized entertainment trade press (e.g., Variety, Billboard), returning leaf-level results with keyword-in-context excerpts, no API key required.
    2
    Apache 2.0

  • notation-mcp

    delmas41
    A
    license
    A
    quality
    C
    maintenance
    Render music notation from a JSON score to inline SVG (Verovio + Bravura), round-trippable MusicXML, and base64 MIDI in one call. Includes pre-flight validation with concrete fix suggestions and a curated music-theory knowledge search. Free, open, no auth, sponsored by Gradus School of Music Composition.
    5
    175
    2
    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

  • xkcd-mcp

    sandraschi
    A
    license
    A
    quality
    B
    maintenance
    MCP server to fetch xkcd comics (latest, random, by number, search) and display them with rich in-chat previews via the official JSON API and explainxkcd semantic search.
    6
    2
    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