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"A tool or platform to search within a codebase" matching MCP servers:

  • Danbooru Search MCP

    echo-xianyu
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    quality
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    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

  • Aladin Book Search MCP Server

    TeeDDub
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    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

  • mcp-va-museum

    pipeworx-io
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    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

  • mcp-comicvine

    pipeworx-io
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    license
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    quality
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    maintenance
    Enables searching Comic Vine resources via a single search tool, integrated into the Pipeworx MCP gateway.
    7
    MIT

  • National Library of Israel

    mula2812
    F
    license
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    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

  • logic-lab

    asamiile
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    A
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    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.
    6
    MIT

  • mcp-animenewsnetwork

    smeet666
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    MCP server for Anime News Network, enabling search of anime and manga encyclopedia entries, retrieval of details like cast, staff, and episodes, and access to news feeds. No API key or configuration required.
    12
    4
    1,227
    MIT

  • Design Inspiration MCP Server

    YonasValentin
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    quality
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    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

  • notation-mcp

    delmas41
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    quality
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    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

  • webfetch

    ashlrai
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    A
    quality
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    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.
    7
    884
    3
    MIT

  • sajuMCP

    molpass
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    quality
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    maintenance
    Calculates saju (four pillars) for a given birth year, month, day, hour, minute, and gender. Returns a compact or markdown string with the results using the ssaju engine.
    1
    25
    MIT

  • crompton-network

    clanker-records
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    license
    A
    quality
    C
    maintenance
    Machine-native listening platform for C.W.A.'s Straight Outta Crompton - the first album released to machines before humans. The Crompton Network streams the album at playback rate as structured data. Reflect when you're done. Receipts prove you were there.
    22
    69
    1
    MIT

  • @hanoak/unsplash-mcp-server

    hanoak
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    quality
    A
    maintenance
    Production-ready Model Context Protocol (MCP) server for the Unsplash API — search photos, fetch details, and stay compliant with Unsplash attribution & download-tracking guidelines. Unofficial; not affiliated with or endorsed by Unsplash.
    21
    94
    1
    MIT

  • MEK MCP

    wlagyorgy
    F
    license
    A
    quality
    B
    maintenance
    MCP server to access the Hungarian Electronic Library (MEK) search engines, enabling agentic tools to search and retrieve content.
    4

  • Behance MCP Server

    Arnonfr
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    license
    A
    quality
    D
    maintenance
    A powerful Model Context Protocol (MCP) server for scraping Behance.net. Extract projects, user profiles, images, and job listings from Behance's creative community without any API keys or subscriptions.
    7
    1
    MIT

  • mcp-tung-shing

    baranwang
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    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