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"A tool for extracting code metadata and exposing it via MCP" matching MCP servers:

  • 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.

  • 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

  • mcp-va-museum

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for querying the Victoria and Albert Museum (V\&A) collections via natural language or direct tool calls.
    8
    MIT

  • internet-archive-mcp

    Dthen
    A
    license
    Not graded
    quality
    B
    maintenance
    Full-coverage MCP server for Internet Archive, enabling search, metadata lookup, collection browsing, and Wayback Machine snapshot retrieval via 13 tools.
    BSD Zero Clause

  • mcp-bookbrainz

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Provides access to BookBrainz open book metadata, enabling search, lookup, and browsing of works, editions, authors, publishers, and series via natural language or direct tool calls.
    8
    MIT

  • Studio MCP Hub

    codex-curator
    A
    license
    Not graded
    quality
    C
    maintenance
    StudioMCPHub is a production MCP server exposing a complete creative AI pipeline and the Alexandria Aeternum art dataset as paid tool calls. Agents connect via Streamable HTTP and pay per call with x402 USDC micropayments on Base L2 — no API keys, no accounts, no sign-up.
    7
    MIT

  • mcp-comicvine

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables searching Comic Vine resources via a single search tool, integrated into the Pipeworx MCP gateway.
    7
    MIT

  • python-umcp-calibre

    rcarmo
    A
    license
    Not graded
    quality
    B
    maintenance
    Read-only MCP server that runs inside Calibre as a plugin, exposing the live Calibre library for inspection, search, metadata, and duplicate detection via Streamable HTTP.
    2
    MIT

  • mcp-europeana

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables searching and retrieving records from the Europeana digital collection, including metadata such as titles, creators, dates, and images, via two MCP tools: search and record.
    15
    MIT

  • musicbrainz-mcp

    chrischall
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that provides live access to MusicBrainz metadata and Cover Art Archive images, with optional OAuth-based submission of tags, ratings, and collection edits.
    9
    68
    MIT

  • art-mcp

    puf3zin
    A
    license
    A
    quality
    D
    maintenance
    MCP server for searching museum collections and viewing artwork images and metadata from multiple museums, including the Met, Art Institute of Chicago, Rijksmuseum, and more.
    4
    22
    MIT

  • Design Inspiration MCP Server

    YonasValentin
    A
    license
    A
    quality
    D
    maintenance
    Searches top design platforms like Dribbble and Behance to provide UI inspiration, color palettes, and layout patterns via the Serper API. It allows users to retrieve visual references, articles, and style guides directly within any MCP-compatible client.
    4
    10
    MIT

  • Constellation Composition MCP

    dmarsters
    A
    license
    A
    quality
    D
    maintenance
    Translates astronomical constellation patterns and mythological metadata into deterministic compositional parameters for AI image generation. It allows users to search constellations by theme and map star patterns to precise canvas focal points across various scales.
    11
    MIT

  • Städel Museum MCP Server

    topoftheblock
    F
    license
    A
    quality
    C
    maintenance
    This server enables AI models to access the Städel Museum's digital collection via OAI-PMH, allowing harvesting of records, retrieval of multilingual metadata, and fetching of high-resolution images.
    4
    1