shutter-mcp
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- AlicenseNot gradedqualityAmaintenanceLocal image manager MCP server for Windows, enabling AI assistants to search, preview, tag, favorite, and sync local images while keeping originals read-only.MIT
- AlicenseNot gradedqualityDmaintenanceA local Ollama-backed MCP server that gives coding assistants a portable photo-understanding toolset including photo analysis, OCR, scene inspection, comparison, and metadata extraction.MIT
- AlicenseNot gradedqualityBmaintenanceEnables MCP clients to search, filter, and manage a private local photo library with CLIP-based text and similarity search, EXIF/GPS metadata, duplicate detection, albums, and folder indexing, returning ranked results and optional contact sheets.MIT
- AlicenseBqualityCmaintenanceAn MCP server that lets LLMs read and edit image metadata (EXIF, GPS, XMP, ICC, IPTC, and more) entirely offline. Supports files, URLs, base64, and includes a browser-based UI for analysis, GPS extraction, and metadata stripping.13BSD 2-Clause "Simplified"
- FlicenseAqualityDmaintenanceAn MCP server for Immich self-hosted photo management that provides AI-accessible tools for browsing, searching, organizing, and managing photo libraries with duplicate detection and safe deletion workflows.431-
- AlicenseNot gradedqualityAmaintenanceEnables AI agents to run cross-platform batch photo-processing workflows—including RAW decoding, adjustments, noise reduction, white balance, LOG restoration, EXIF tagging, deduplication, selection, HTML galleries, folder watching, and presets—through a unified versioned JSON contract. It also exposes MCP tools for processing, suggestions, autopilot, indexing, search, selection, HDR, face blurring, and more.MIT
TDQS
Scored across 6 tools
Each tool targets a clearly distinct level of analysis: whole-library scanning, EXIF aggregation, single-file EXIF, duplicate detection, blur scoring, and a combined report. Descriptions explicitly cross-reference each other with 'use X instead' notes, leaving no realistic chance of misselection.
All names use consistent snake_case, which is the important part. Most are verb_noun or clear noun_phrase (scan_library, read_exif, find_duplicates), though library_stats, blur_scores, and cull_report are noun-first, a minor stylistic deviation.
Six tools is well scoped for a photo-library analysis server. Each tool earns its place, and the composite cull_report cleanly wraps the primitives without duplicating their interfaces.
The analysis surface is strong: scanning, metadata aggregation, per-file inspection, deduplication, blur detection, and a report. Minor gaps remain for a culling workflow — no way to flag, move, or delete rejected files, and blur scoring is jpg-only — but these are acknowledged limitations rather than dead ends for the stated read-only purpose.