YouTube MCP Server
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TDQS
Scored across 12 tools
Most tools have distinct purposes, but there is notable overlap between transcript-related tools (enhanced-transcript, get-video-transcript, get-segmented-transcript, get-key-moments) which could cause confusion. The descriptions help differentiate them, but an agent might struggle to choose the right one for basic transcript needs.
Tool names follow a consistent verb_noun pattern (e.g., get-video-stats, search-videos, analyze-channel-videos) with clear, descriptive naming. The only minor deviation is 'enhanced-transcript' which uses an adjective instead of a verb, but it still fits the overall readable convention.
With 12 tools, the server is well-scoped for YouTube data analysis, covering channels, videos, transcripts, and trends. Each tool serves a specific function without unnecessary duplication, making the count appropriate for the domain.
The toolset provides comprehensive coverage for YouTube analysis, including video and channel stats, transcripts, comments, search, and trending data. Minor gaps exist, such as no tools for playlist management or direct video upload/modification, but core analytical workflows are well-supported.