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Scored across 12 tools
Each tool targets a distinct step in the video editing pipeline (init, scan, analyze, search, propose, edit, render, health), with clear descriptions preventing overlap. Even similar tools like scan and analyze are clearly distinguished by their operations and outputs.
All tools use the 'skycut_' prefix and mostly follow verb_noun pattern. Exceptions like 'skycut_health' and 'skycut_project_status' use nouns, but the overall pattern is consistent enough for easy navigation.
12 tools are well-scoped for a video editing MCP server, covering the full pipeline from setup to final render without unnecessary redundancy. Each tool serves a clear purpose.
The tool set covers the major workflow stages (init, scan, analyze, search, propose, edit, preview, render). Minor gaps exist (e.g., no standalone clip trimming or subtitle export), but the core pipeline is complete.