Google Photos MCP
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- AlicenseNot gradedqualityAmaintenanceEnables 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.6 npmMIT
- AlicenseAqualityDmaintenanceEnables AI agents to automatically organize Google Photos and Google Drive files, including deduplication and archiving.628 npmMIT
- AlicenseAqualityAmaintenanceEnables AI agents to search, inspect, organize, and export photos from a local Apple Photos library using natural language, including scene labels, text, faces, places, and albums.1331 npmMIT
- FlicenseNot gradedqualityCmaintenanceEnables AI assistants to search, browse, and retrieve metadata and images from your Google Photos library. It supports content-based filtering, album listing, and location extraction via STDIO and HTTP transports.44-

CoreViz MCPofficial
AlicenseNot gradedqualityDmaintenanceExposes a visual library with semantic search, tagging, editing, and management of photos as tools for AI agents like Claude Code.3 npm48MIT- AlicenseNot gradedqualityAmaintenanceEnables AI assistants to search a self-hosted photo and video library, view photos, and manage albums through MCP, with all actions scoped to the connected account and vault items hidden.AGPL 3.0
TDQS
Scored across 29 tools
The set is largely distinct: picker session tools form a clear multi-step workflow, album tools follow CRUD plus sharing, and media tools separate app-owned from picked items. A few pairs could be conflated (search_library vs list_app_media; upload_from_url vs create_album_with_media), but their descriptions resolve the boundaries well.
Most tools follow a consistent verb_noun snake_case pattern (list_albums, create_album, update_media_description, save_to_library). The deviations are minor: auth_status and quota_status are noun-like, and raw is a bare escape hatch, but they do not make the naming unpredictable.
At 29 tools, the surface is well past the 25-tool threshold and over double the typical well-scoped range. Although many operations are genuinely distinct, the set would be easier to navigate with consolidation, especially around upload entry points and singleton admin/status tools.
The domain is broadly covered: upload, search/list, media detail/download, album create/read/update/share/enrich, and the picker bridge to the full library. The main missing named operation is delete_album, and media deletion is impossible in the underlying API; raw provides an escape hatch for such gaps.