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Scored across 14 tools
Each tool targets a distinct resource or action: list_* for enumerating options, analyze_video for creation, get_* for specific report components, render for output formatting, and render_html_video for HTML-to-video conversion. Even the two visual retrieval tools (get_keyframe_image and get_video_gif) are clearly distinguished by static vs. animated output.
Most tools follow a clear verb_noun pattern (list_*, get_*, analyze_video, render_html_video). The main deviation is the bare verb 'render' which lacks an object, and 'locate_in_code' uses a prepositional structure, but overall the naming is predictable and readable.
With 14 tools, the server is well-scoped for a video analysis platform. Each tool serves a distinct purpose in the workflow—analysis, report retrieval, configuration enumeration, and rendering—without unnecessary bloat or redundancy.
The tool surface covers the full lifecycle from video analysis (analyze_video) through report retrieval (get_report, get_repro_steps, get_error_evidence, etc.) to output generation (render, render_html_video). It also provides supporting tools like list_skills, list_actions, and list_reports to avoid dead ends. No critical gaps are apparent.