Skip to main content
Glama
61,081 servers. Last updated

Matching MCP tools:

Matching MCP Connectors:

"Reliable sources for use in training language models" matching MCP servers:

  • 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.
    Last updated
    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.
    Last updated

  • logic-lab

    asamiile
    A
    license
    A
    quality
    A
    maintenance
    A read-only reference server for 303 curated generative art algorithms implemented in Python (py5), spanning physics, fractals, cellular automata, shaders, and more. Agents can search by keyword, visual mood (ethereal, chaotic, crystalline…), or multi-layer artistic intent to discover algorithms, read structured summaries, and fetch bounded source snippets.
    Last updated
    6
    MIT

  • gallica-mcp

    nestordemeure
    A
    license
    A
    quality
    D
    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.
    Last updated
    3
    1
    Apache 2.0

  • Met Museum MCP Server

    mikechao
    A
    license
    A
    quality
    C
    maintenance
    A MCP Server that lets user ask AI models to discover the collection of the Metropolitan Museum of Art. Adds the discovered art works as Resources on the server.
    Last updated
    4
    741
    31
    MIT

  • 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.
    Last updated
    5
    162
    9
    MIT

  • swiss-academic-libraries-mcp

    malkreide
    A
    license
    A
    quality
    B
    maintenance
    Enables AI models to search and retrieve bibliographic and digitized records from Swiss academic libraries (swisscovery, e-rara, e-periodica, e-manuscripta) via open protocols without requiring API keys.
    Last updated
    16
    1
    MIT

  • notation-mcp

    delmas41
    A
    license
    A
    quality
    A
    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.
    Last updated
    5
    153
    2
    MIT

  • unsplash-mcp

    cevatkerim
    A
    license
    A
    quality
    D
    maintenance
    An MCP server for searching and retrieving photos from Unsplash with proper attribution, designed for LLMs building content pages.
    Last updated
    3
    11
    MIT

  • webfetch

    ashlrai
    A
    license
    A
    quality
    A
    maintenance
    License-first federated image search for AI agents and humans. Exposes MCP tools for concise, attribution-aware image discovery, license probing, and guarded downloads across open, platform, and editorial sources.
    Last updated
    7
    315
    3
    MIT

  • Saju MCP Server

    ghdejr11-beep
    F
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to compute and interpret Korean Four Pillars of Destiny (Saju) through natural language, including calculation, interpretation, compatibility analysis, and daily fortune.
    Last updated
    4
    39

  • musescore-mcp

    strongbeen04
    F
    license
    A
    quality
    C
    maintenance
    Enables Claude AI to convert, edit, and analyze MuseScore files (.mscz, .musicxml, MIDI) through natural language commands, supporting format conversion, transposition, harmony analysis, and more.
    Last updated
    20
    1

  • Colour Memory API

    DigbyO
    A
    license
    A
    quality
    B
    maintenance
    40-tool colour intelligence API for AI agents. Cultural risk, archive-verified colour naming, palette generation, WCAG accessibility, material physics, ecommerce copy, and image generation briefs. 16,682+ named colours across 43 cultural archives.
    Last updated
    66
    MIT

  • Cowsay MCP Server

    mrseanchow
    A
    license
    A
    quality
    D
    maintenance
    Enables language models to generate fun ASCII art featuring cows and other characters saying or thinking custom messages. Provides access to various cow characters including dragons, penguins, and skeletons for creative text art generation.
    Last updated
    3
    4
    1
    MIT

  • 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.
    Last updated
    6
    1
    MIT