picsense
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TDQS
Scored across 4 tools
Each tool targets a distinct input type (video, image, document) or a meta concern (session listing), so an agent can generally pick correctly. The only mild overlap is analyze_document vs analyze_images, since documents contain images, but the annotated-document output distinguishes them.
All four tools use a consistent snake_case verb_noun pattern (analyze_video, analyze_images, analyze_document, list_sessions). No mixing of conventions or vague verbs.
Four tools is a compact, well-scoped surface for a media-analysis server with three input modalities plus session listing. It is a bit thin on session management operations but nothing is redundant.
Core analysis workflows are covered across video, image, and document inputs, plus session listing. However, the session lifecycle is incomplete: there is no way to fetch a single session's detail, delete/close a session, or manage stored sessions, leaving dead ends after iteration.