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Scored across 27 tools
Every tool targets a distinct operation: loading, creating, transforming, compositing, audio handling, and exporting. Even related tools like adjust_colors and to_grayscale are clearly separate, with no ambiguous overlap.
Tool names are consistently lowercase snake_case, mostly following a verb_noun pattern (load_video, create_text_clip, export_clip). A few single-word verbs (resize, trim, fade) and to_grayscale are minor deviations but do not break the overall predictable style.
With 27 tools, this server is well above the 3-15 tool sweet spot for MCP coherence. The large number increases agent selection difficulty and could be split into focused sub-servers (e.g., core editing vs. audio vs. compositing).
The server covers the full editing lifecycle: import (load_*), creation (create_*), inspection (list, get, delete), modification (trim, resize, rotate, etc.), compositing (overlay, attach), and export (export_clip, save_frame). No obvious gap for standard MoviePy workflows.