Apple 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
- AlicenseAqualityAmaintenanceEnables AI assistants to query and export from the macOS Apple Photos library using natural language, backed by osxphotos.2163 npm23MIT
- FlicenseNot gradedqualityDmaintenanceAllows LLMs to access, scan, and search photos on connected iOS devices via USB using libimobiledevice and ChromaDB. It supports semantic search, metadata filtering, and automated file organization for efficient media management.-

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- AlicenseAqualityDmaintenanceEnables natural language search of local photo archives using AI-powered semantic understanding, with integration into Claude Desktop via the Model Context Protocol.42MIT
- AlicenseAqualityAmaintenanceEnables 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.2919 npm1MIT
TDQS
Scored across 13 tools
Each tool has a clearly distinct purpose: searching, viewing, metadata retrieval, stats, vocabulary, export, diagnostics, and distinct write operations (favorite, title, description, keywords, album, archive). No two tools perform the same action on the same resource.
Most tools follow a verb_noun pattern (search_photos, export_originals, add_to_album, set_photo_title). Minor deviations like photo_info (noun_noun) and doctor (single verb) are understandable but slightly break the uniform pattern.
13 tools is well within the ideal range for a domain-specific server. Each tool covers a meaningful capability without redundancy, making the set feel intentional and manageable.
The surface covers the full lifecycle of interacting with a photo library: searching, examining, editing metadata, organizing into albums, exporting originals, and archiving. The only missing operation—permanent deletion—is explicitly documented as impossible via scripting, making the completeness appropriate for the platform constraints.