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Scored across 72 tools
Most tools map cleanly to a distinct resource and action, and descriptions clarify cardinality such as single versus batch. However, the rendering/queue family has some overlapping paths—ae_add_to_render_queue, ae_batch_render, ae_export_frames, ae_start_render, and ae_render_headless—that could lead an agent to choose the wrong operation.
All tools share the ae_ prefix and follow a consistent snake_case verb_noun pattern. The get/list distinction is used predictably, and batch variants are uniformly marked with batch_, making the naming scheme highly predictable.
72 tools is an extreme count for an MCP server. Many are micro-tools such as individual layer toggles, keyframe helpers, and batch wrappers that could be consolidated into fewer parameterized actions without losing clarity.
The tool surface covers project, composition, layer, keyframe, effect application, import, and render-queue workflows with no major dead ends. Minor gaps remain, such as no effect parameter editing, no text content modification, and no mask or track-matte operations.