AE-MCP
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TDQS
Scored across 68 tools
Most tools have distinct resource-action purposes, but several similar categories create ambiguity: get_comp_report vs get_composition_info vs debug_dump_layer, set_keyframe vs set_keyframe_advanced, and apply_effect vs apply_effect_template. With 68 tools, an agent needs to read descriptions carefully to avoid selecting the wrong overlapping variant.
Names are overwhelmingly snake_case with a clear verb_noun pattern, such as create_composition, add_text_layer, set_expression, and remove_effect. A few outliers like get_comp_report and debug_dump_layer deviate slightly, but overall the naming style is predictable and systematic.
68 tools is far beyond the generally well-scoped 3-15 range, making navigation and selection mentally heavy for an agent. While After Effects is a broad domain and many tools cover real sub-workflows, a great deal of the surface stdin could be consolidated or namespaced into smaller servers.
The server covers the major After Effects lifecycle: project opening/creation/saving, composition CRUD, layer addition/modification, keyframes, expressions, effects, markers, and footage/import management. Notable gaps like full video rendering or layer duplication exist, but the core workflows an agent would need are well represented.