A
licenseB
qualityF
maintenanceEnables AI assistants to analyze and summarize YouTube videos by extracting captions, subtitles, and comprehensive metadata including title, description, and duration in multiple languages.
1
66
61
MIT
youtube-research-mcp
by lee-s-dev
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TDQS
C2.9/5.0
Scored across 10 tools
Disambiguation3/5
Several tools have overlapping purposes, such as analyze_channel, analyze_videos, collect_research_discussions, collect_research_sources, and collect_video_discussion, all dealing with transcripts and comments. This could confuse an agent about which tool to use.
Naming Consistency3/5
Tool names use a mix of verbs (analyze, collect, get, search) and the verb_noun pattern is not consistently applied. For example, 'analyze_channel' and 'analyze_videos' are similar but 'get_capabilities' and 'search_videos' follow a different pattern.
Tool Count4/5
With 10 tools, the server covers a reasonable scope for YouTube research without being overly complex. The count is appropriate for the domain.
Completeness4/5
The tool set covers the core workflow of searching, fetching transcripts and comments, and analyzing channels. Minor gaps exist, such as missing direct channel metadata retrieval or playlist support, but overall it is fairly complete.
Maintenance
ActivityInactive
ResponsivenessNo issues