A
licenseA
qualityB
maintenanceAn MCP server enabling Claude Code to analyze any video (local file, URL, or Jira ticket attachment) by extracting frame images and audio transcripts, or using Gemini for native video analysis.
4
36 PyPI
MIT
Framesleuth
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TDQS
A3.6/5.0
Scored across 14 tools
Disambiguation5/5
Each tool has a clearly distinct purpose: analyze_video is the entry point, get_* tools retrieve specific aspects of a report, list_* tools enumerate available options or reports, render tools produce output, and locate_in_code handles code grounding. No overlapping functionality.
Naming Consistency5/5
All 14 tool names follow a consistent verb_noun pattern using snake_case (e.g., analyze_video, get_report, list_skills, render_html_video). No deviations or mixed conventions.
Tool Count5/5
14 tools is well-scoped for a video analysis and rendering server. It covers analysis, report retrieval, listing, rendering, and code location without being overwhelming or sparse.
Completeness5/5
The tool surface is thorough for its domain: analyzing videos, retrieving all report components, rendering to multiple formats (Markdown, GitHub issue, test plan, GIF, MP4), and even grounding code locations. The only minor gap is the lack of a delete/update tool, but those are unnecessary for its core purpose.
Maintenance
ActivityMaintained
ResponsivenessSyncing