A
licenseNot graded
qualityD
maintenanceAn MCP server for comprehensive video analysis — AI-powered transcription, visual frame analysis, and metadata extraction from 1000+ platforms.
1
MIT
Bilibili Video Research
by 7oMB2006
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TDQS
A3.9/5.0
Scored across 3 tools
Disambiguation4/5
The three tools are mostly distinct: one handles public Bilibili URLs with community context, one handles local video files for visual analysis, and one handles specific time windows of local videos. However, 'analyze_video' and 'inspect_video_window' could be confused since both analyze local videos visually, though the window variant is time-specific.
Naming Consistency4/5
Two tools use the 'analyze_*' verb-noun pattern, and one uses 'inspect_*', which is a similar verb. The naming is consistent in structure but the verb varies slightly. All use snake_case and are descriptive.
Tool Count3/5
With only 3 tools, the server feels slightly thin for a video analysis domain. However, each tool covers a distinct use case, so the count is borderline and acceptable for a focused purpose.
Completeness3/5
The tools cover public URL analysis, full local video analysis, and windowed local video analysis, but lack features like metadata extraction for local videos, audio analysis, or comparison between videos. There are notable gaps such as no tool for local video metadata or audio transcription.
Maintenance
ActivityActive
ResponsivenessUnresponsive