fcpxml-mcp-server
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TDQS
Scored across 13 tools
The thirteen tools map onto distinct workflow stages—inspect, diagnose, edit, deliver, preview, watch, etc.—so an agent can usually pick the right one by intent. Minor overlap exists between inspect and diagnose (both read-only analysis) and between scenes_split and edit.split_clip, but the descriptions separate general understanding from problem-finding and scene-boundary work.
All tool names follow a consistent single-lowercase-word style, which is predictable after seeing a few. The main deviation is grammatical: most are verbs (inspect, edit, mark, watch, find) while transcript, index, and scenes are nouns, and the actual operations live inside as snake_case actions.
With 13 tools, the server sits comfortably in the well-scoped range, and each tool represents a distinct phase of FCP XML editing: analysis, diagnostics, editing, marking, generation, transcription, delivery, preview, round-trip, indexing, scene detection, organization, and search. None feels redundant; the breadth is justified by the size of the domain.
The surface is unusually complete for the domain, covering inspection, diagnosis, editing, generation, metadata logging, transcription, export, preview, watch-loop integration, caching, scene detection, organization, and natural-language search. Read-only tools have write counterparts, output paths are verifiable, and there are no obvious dead-end workflows.