fpt-mcp
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TDQS
Scored across 18 tools
Most tools have clearly distinct purposes (CRUD vs launch vs docs vs reporting), and descriptions are detailed. Potential ambiguity exists between sg_find and fpt_reporting's text_search, and sg_schema vs search_sg_docs, but the descriptions clarify their different intents.
There is a recognizable sg_/tk_/fpt_ prefix system with mostly verb_noun names, but it is not uniform. Non-prefixed tools like cut_to_edl, openclip_create, reset_session_stats, and session_stats break the pattern, and fpt_bulk/fpt_reporting are non-verb names.
18 tools is reasonable for a broad ShotGrid/VFX pipeline server covering CRUD, publishing, app launching, editorial, reporting, and documentation assistance. It is slightly high but each tool earns its place and there is no overwhelming redundancy.
The surface covers ShotGrid CRUD, uploads/downloads, publishing, app launches, editorial operations, reporting, and documentation lookup. Minor gaps exist, such as delete/revive being tucked inside fpt_bulk rather than having standalone sg_delete, but agents can complete workflows without dead ends.