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Scored across 58 tools
Most tools have clear, specific purposes: add_* creates distinct object types, animate_* handles different animations, and set_*/get_* cover properties and queries. However, some overlap exists between generic tools like add_custom_code and animate_transform, and several add_* tools (e.g., add_vector vs add_arrow, add_function_graph vs add_parametric_curve) could confuse agents, especially with many missing descriptions.
Tool names follow a consistent verb_noun snake_case pattern: add_* for creation, animate_* for animations, set_* for properties, get_* for queries, and render_* for output. Minor exceptions like audio_duration don't break the overall predictability, and the grouping by prefix makes the set easy to navigate.
58 tools is excessive for a scene-builder server. Many similar operations are split into individual tools (18 add_* variants, 12 animate_* variants) that could be consolidated with parameters. While the domain is broad, the count makes the surface unwieldy and difficult for agents to choose from efficiently.
The set covers the full manim workflow: scene creation, object construction, transformations, animations, rendering, and audio. Gaps include no way to remove individual objects or animations (only clear_scene), and audio tracks once added cannot be removed or replaced. Overall, the core lifecycle is covered with minor dead ends.