Tools are semantically distinct with clear resource targeting (card vs board vs column vs label) and action specificity (create vs duplicate vs graduate, add vs toggle). While the large set creates cognitive load, descriptive prefixes prevent overlap between similar operations like list_cards (filtered) and search_cards (keyword across all boards).

Exemplary consistency across all 32 tools. Every name follows snake_case with standardized verb_object structure (e.g., create_card, add_labels_to_card, set_active_board, toggle_checklist_item). Verbs are uniform throughout the CRUD and lifecycle operations.

32 tools significantly exceeds the threshold for effective agent selection (25+). The surface is overly granular, exposing fine-grained operations (separate tools for color, checklist items, single vs batch create) that could be consolidated into parameters, increasing selection error rates.

Strong coverage of the project management domain including full card lifecycle, board/column management, labeling, assignment, time tracking, and git integration. Minor gaps exist (no delete board, no update/delete comment), but core video production workflows (graduate_to_production, Idea Pool) are well supported.