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Scored across 11 tools
Each tool targets a distinct operation: audio extraction, transcription, video probing, cutting, concatenation, scene detection, frame extraction, file listing/deletion, and job status/result retrieval. There is no meaningful overlap that would cause an agent to select the wrong tool.
All tool names follow the snake_case verb_noun convention (extract_audio, cut_video, detect_scenes, list_files, delete_file) except job_status and job_result, which are noun_noun but still clearly patterned and consistent with the job subsystem. The style is uniform and predictable.
11 tools is well within the ideal range for a focused media-processing server. Each tool covers a distinct need in the workflow: file discovery, inspection, editing, extraction, cleanup, and async job handling. No tool feels redundant or unnecessary.
The tool surface covers the core video/audio processing lifecycle: inspect, cut, concat, detect scenes, extract audio/frame, and transcribe, plus file and job management. Minor gaps exist such as no job cancellation or listing, and no upload tool, but these do not block the primary workflows.