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Scored across 16 tools
The tools mostly target distinct pipeline stages: inspect/list/split handle input, view/sheet/grid/mark handle visual inspection, silhouette/contour/align_views/export_views handle extraction and export, and compare/compare_views/compare_parts handle validation. However, the comparison family and the silhouette-related tools share enough conceptual overlap that an agent could occasionally hesitate between them, though descriptions clarify the boundaries.
All names are lowercase snake_case, which is readable and consistent at the casing level. But the set mixes verb_noun names like list_media, split_views, align_views, export_views with single nouns like sheet, silhouette, grid, contour, palette, parts and single verbs like inspect, view, mark, compare, so there is no predictable naming pattern.
At 16 tools, the server is slightly above the typically well-scoped 3-15 range and sits at the borderline-heavy end. The domain is complex and most tools earn their place, but there is some potential consolidation in the display, comparison, and silhouette-extraction families.
The surface covers a strong reference-analysis pipeline: inspect, split, view, isolate, measure, align, export, compare, and segment parts. Minor gaps remain, such as explicit handling of video content despite list_media listing videos, and general saving of annotated crops/markups outside the aligned-views export flow.