gthumb-mcp
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TDQS
Scored across 20 tools
Most tools target a distinct resource+action (catalog CRUD, tag lifecycle, image metadata writes, read-only viewers). The main overlap is find_images versus find_images_by_tags, since find_images already accepts a tag filter, leaving the boundary between them somewhat fuzzy. set_tags/set_comment/set_rating are clearly differentiated by what they modify.
Nearly every tool follows a consistent snake_case verb_noun pattern: create_catalog, delete_tag, set_rating, get_image_info, find_images_by_tags. The lone deviation, open_in_gthumb, is still readable and idiomatic.
At 20 tools the surface leans heavy, but the domain genuinely spans catalogs, tags, image metadata, and viewing. Most tools earn their place, though a few read-only/view helpers could arguably be folded together.
Catalog and tag lifecycles are well covered (create/delete/list/get, add/remove members, tag create/rename/delete/apply/search) plus rating, comment, thumbnail, and full-image reads. Minor gaps remain: no catalog rename, no batch image operations, and no delete-image or listing-by-rating convenience tools.