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Scored across 24 tools
Most tools have distinct, well-scoped purposes (engine exports, Blender rigging, atlas compilation), but several overlap in the 'produce character frames/normals' space: synthesize_procedural_frames, blender_ortho_turntable_bake, and compile_sprite_atlas all output sprite frames + normal maps from different sources. The mega-tool build_complete_character_slice also overlaps with nearly every other tool, and discover_ecosystem vs introspect_comfyui both probe local tooling, creating real selection ambiguity.
All names use a consistent gameforge_ prefix and snake_case, with action-first verbs for the majority (export_*, generate_*, init_*, lock_*, register_*, compute_*, define_*, compile_*, build_*). Minor deviations exist where a tool name is prefixed by the external tool instead of a verb (blender_rig_and_sockets, blender_ortho_turntable_bake, libresprite_cleanup_script), but the overall pattern is predictable.
At 24 tools the surface is on the heavy side, but the server genuinely spans a large end-to-end game art pipeline (discovery, style, rigging, baking, atlases, three engine exporters, audit), so most tools earn their place. It is close to the 25-tool 'heavy' threshold, making it slightly over-scoped but defensible.
Coverage is broad and includes create/init, generation workflows, three engine exporters, preview, and QA audit, forming a near-complete asset lifecycle. Gaps remain: there is no tool to list/inspect existing project assets or state beyond query_codex, and no delete/cleanup or update path for already-generated artifacts, which agents may need when iterating.