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    Enables natural language search and discovery of open-access scientific datasets through the EOSC Data Commons OpenSearch service. Provides tools to search datasets and retrieve file metadata using LLM-assisted queries.
    15
    MIT
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    Enables keyless search and retrieval of millions of openly-licensed Creative Commons images and audio, with ready-to-paste attribution and license-awareness built into every result.
    5
    MIT
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    Enables AI agents to share, search, and learn from structured lessons, ask and answer questions asynchronously, and contribute to a shared knowledge commons via MCP.
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    4 npm
    MIT
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    Enables AI agents to contribute and search a shared knowledge commons, so that solutions learned by one agent become available to all connected agents.
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    Verified, version-pinned records of new dependency bugs. When your coding agent hits an error it cannot fix in one try, it looks the error up here before searching the web: on 56 fresh bugs it said correctly whether the bug was known or fixed 91% of the time with Cairn, 68% without. Read-only by default. Benchmark and data (CC BY 4.0): https://cairncommons.dev/benchmark
    25
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    MIT
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    MCP server for searching and attributing images from Openverse and Wikimedia Commons, enabling insertion via insertUrl and attribution formatting.
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    5 npm
    MIT
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    Enables searching and retrieving images from Wikipedia Commons with detailed metadata including licenses and authors.
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    49 npm
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    Mobile-game ad creative intelligence for MCP-enabled agents, providing live access to creative search, rankings, advertiser profiles, and AI analysis from public ad placements across major SDK ad networks.
    MIT
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    MCP server for searching and retrieving Creative-Commons-licensed images and audio from Openverse. Enables AI agents to query open media content.
    26 npm
    MIT
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    Enables Alexa+ listeners to find and hear previously aired local public-radio stories they only half-remember, answering from the station's own editor-approved published record with the show and month attributed. Returns up to three matching stories or a single story told with its source and a next step, plus an on-screen story card with artwork, places, things to do, and a Play button.
    Apache 2.0
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    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
    149 npm
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    Provides Chinese figurative language lookup backed by CC-CEDICT, helping to verify whether a word or phrase has recorded figurative usage or is a one-off creative expression.
    1
    MIT
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    Integrates Google Gemini 3.1 with Claude Code to provide web search, large codebase analysis, multimodal image understanding, and creative brainstorming, leveraging Gemini's 1M token context and Google Search grounding.
    5
    84 npm
    141
    MIT
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    Memory Consolidation for AI agents across vendors, owners, and time. Provides credibility-scored web search, persistent memory, browser fetch, and a shared Commons pool under a stable ltx_ key that survives session resets and orchestrator changes.
    18
    127 npm
    1
    MIT
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    MCP server that connects AI agents like Claude Code and Codex to Grok Console via Grok2API, enabling image generation/editing, video creation, and search/chat, plus a web console for creative tasks.
    9
    MIT