A
licenseA
qualityD
maintenanceEnables Claude to analyze short-form video ads by extracting frames, audio, and transcripts, providing visual contact sheets, audio profiles, and YAMNet audio-event tags via MCP tools.
4
MIT
video-analyzer
by thomasbrosch
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TDQS
A3.9/5.0
Scored across 2 tools
Disambiguation5/5
The two tools have clearly distinct roles: list_videos is a discovery/preview operation and analyze_video is the substantive analysis operation. The description of list_videos explicitly positions it as a precursor to analyze_video, eliminating any chance of misselection.
Naming Consistency5/5
Both names follow a strict verb_noun snake_case pattern (list_videos, analyze_video) and share a common resource noun, making the pair predictable and easy to reason about.
Tool Count3/5
Two tools is on the thin side, though the server has a narrow, single-purpose domain (video ad analysis) so the small surface is defensible. The discovery tool is a genuine convenience rather than filler, but the set sits at the borderline of 'too few'.
Completeness4/5
Core lifecycle is covered: enumerate supported files, then get a rich structured breakdown (scenes, transcript, performance signals, briefs). Minor gaps exist, such as no way to retrieve or compare results from prior analyses, no option to scope the analysis (e.g. transcript-only or single-scene), and no aggregate directory-level summary.
Maintenance
ActivityMaintained
ResponsivenessNo recent community issues