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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents to search, list, preview, and export photos from Apple Photos, Google Photos Picker sessions, and local Google Takeout archives using native search and metadata inspection.
      3 npm
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    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables users to search and retrieve photos from a self-hosted Immich photo library via natural language, supporting CLIP-based semantic search, metadata filtering, album browsing, and share link creation.
      -
    • A
      license
      C
      quality
      C
      maintenance
      It exposes the full official Immich API (276 tools across 41 groups) to MCP clients, letting them search and manage assets, albums, people, tags, memories, shared links, users, jobs and admin settings. It supports file uploads and downloads, stdio or streamable HTTP transports, and filtering/read-only safety modes.
      276
      61 npm
      MIT
    • A
      license
      A
      quality
      A
      maintenance
      Enables AI agents to work with a user's Google Photos through Google's picker, letting users choose exactly what the agent sees while providing tools for uploading media, creating and sharing albums, writing captions and enrichments, searching app-created media, and managing multiple Google accounts.
      29
      16 npm
      1
      MIT

    TDQS

    B3.4/5.0

    Scored across 22 tools

    Disambiguation4/5

    Most tools target distinct resources/actions, but immich_get_asset, immich_describe_photo, and immich_get_asset_info overlap significantly (image vs image+metadata vs metadata-JSON), and immich_get_asset_by_date overlaps with immich_search_metadata's date filtering. Descriptions mostly disambiguate these, so confusion is limited to a couple of pairs.

    Naming Consistency5/5

    All tools use a consistent immich_ prefix followed by snake_case verb_noun or noun_resource patterns (search_smart, get_asset, list_albums, create_album, delete_assets). No mixed camelCase/snake_case or inconsistent verb styles; only minor non-verb-led names like immich_random_assets.

    Tool Count3/5

    22 tools is on the heavy side for a photo library server, and a few (describe_photo duplicating get_asset + get_asset_info) don't fully earn their place. The breadth of search/album/people/job features justifies most tools, but it sits in the borderline-heavy range.

    Completeness4/5

    Core asset lifecycle is covered (upload, get, update, delete, bulk update) plus rich search, people, jobs, and stats. However album management lacks delete/update album and remove-from-album operations, leaving some dead ends in the album workflow.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues