A
licenseNot graded
qualityC
maintenanceEnables AI agents to download, convert, and visually analyze videos by providing timestamped frames and locally transcribed speech, all without API keys.
MIT
video-tools-mcp
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TDQS
A3.8/5.0
Scored across 5 tools
Disambiguation4/5
Each tool targets a distinct aspect: metadata, shot detection, frame extraction, keyframe analysis, and context aggregation. There is mild overlap since video_metadata and check_keyframes both report technical video facts, and video_context aggregates the same data the individual tools produce, but purposes remain distinguishable.
Naming Consistency4/5
All names use snake_case, which is consistent. However, the prefix convention is mixed: detect_shots, extract_frames, and check_keyframes use verb_noun, while video_metadata and video_context use noun_noun, a minor deviation that keeps things readable.
Tool Count5/5
Five tools is well-scoped for a focused video inspection server, with each tool earning its place covering a distinct inspection task plus one aggregation helper.
Completeness4/5
The surface covers core video inspection: media facts, shots, frames, keyframes, and aggregated context output. Minor gaps exist (e.g. no audio/subtitle extraction or transcript tooling), but these are explicitly deferred to an external service, so agents can work around them.
Maintenance
ActivitySlowing
ResponsivenessOutdated data