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Scored across 40 tools
Most tools have clearly distinct purposes, with only a few close pairs like add_filament_spool vs quick_add_spool and list_spools vs get_material_spools. Descriptions sufficiently clarify these boundaries, so an agent can usually select the right tool.
All 40 tools follow a consistent verb_noun pattern in snake_case: list_* for collections, get_* for single items, and create_*/add_*/update_* for mutations. Even longer names like create_tracker_from_github maintain this convention throughout.
With 40 tools, this server far exceeds the 25-tool threshold for being too heavy. While the multiple domains (materials, inventory, printers, projects, trackers) justify some breadth, the sheer volume makes the surface unwieldy and harder for agents to navigate.
The surface has significant gaps: there are no delete operations for any entity, no get for materials or spools, no general update for spools beyond weight/status, and no way to unlink a printer from a project or remove a BOM item. These missing operations will cause agent dead ends in common workflows.