A
licenseNot graded
qualityD
maintenanceTransforms social media links (TikTok, Instagram, YouTube) and videos into text context with transcription, OCR, and metadata for AI agents like Claude and Cursor.
MIT
video-url-analyzer-mcp
by u2n4
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TDQS
B3.1/5.0
Scored across 18 tools
Disambiguation3/5
Several tools have overlapping purposes, such as analyze_video, watch_and_analyze, and prepare_video_context all performing analysis, and multiple get_* tools for extracting clips/frames. While descriptions provide some differentiation, an agent could easily confuse them.
Naming Consistency4/5
Tool names consistently use verb_noun snake_case (e.g., analyze_video, get_transcript). Minor deviations include ask_video_context (missing preposition) and watch_and_analyze (compound verb), but overall pattern is predictable.
Tool Count3/5
18 tools is somewhat high for a video analyzer, covering analysis, Q&A, extraction, and management. The count is at the upper bound of reasonable, but many tools are specialized and the scope justifies most.
Completeness4/5
The tool surface covers analysis, Q&A, transcript, moments, clips, context management, and tutorial extraction. Missing operations like updating sources or more advanced editing, but core workflows are well-supported.
Maintenance
ActivityInactive
ResponsivenessNo issues