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Scored across 32 tools
Most tools target distinct pipeline stages, but several validation/review tools overlap: validate_gate vs validate_human_greenlight vs record_previs_review, and classify_error vs submit_director_feedback. The descriptions clarify boundaries, but with 32 tools an agent could still misselect between checklist, audit, and persisted-review operations.
The tool set mostly follows a verb_noun convention (get_*, validate_*, audit_*, classify_*, create_*, inspect_*, list_*, import_*). A few noun-phrase names like startup_verification and delivery_checklist are minor deviations but still readable and predictable.
32 tools is heavy for a single MCP server, even for a complex previs pipeline. The surface mixes project management, update handling, gate validation, character rigging guidance, audits, and review-room operations, suggesting over-scoping rather than a tightly focused toolset.
The surface covers the previs director lifecycle well: project creation/targeting, scene inspection, revision tracking, phase instructions, gate criteria/validation, audits, character/rig constraints, delivery checklist, and review-room snapshots. Minor gaps exist (e.g., delete/archive project or review scene operations), but core workflows are represented.