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Analyze YouTube channels, transcripts, and creator metrics with comparison dashboards.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "yt-analytics-mcp" yet — see the docs or source repo.
Analyze the latest 30 videos from these three YouTube channels. Compare speaking speed, profanity frequency, humor taxonomy, and topic distribution, then output a structured comparison summary.
A multi-channel comparison report with key metrics, style differences, and actionable insights.
Extract transcripts from the latest 10 videos on this YouTube channel. Calculate WPM, common high-frequency words, sentiment, and humor labels, and identify which videos are most likely to attract viewers.
Per-video transcript analysis plus reasoning about which content is most compelling.
Based on this channel’s videos from the past six months, analyze which topics, pacing styles, and humor patterns perform best, then suggest five future video topics.
A data-driven insight summary with a recommended list of future video topics.
Let AI search, analyze, and work with YouTube videos, transcripts, channels, and playlists.
Inspect and manage your YouTube channel content, data, and analytics locally.
Safely access YouTube data, analytics, and reports through agent-callable tools.
Research YouTube niches with video metrics, thumbnails, and aggregate engagement analysis.
Get YouTube transcripts, highlights, and deep links for Q&A and summaries.
Fetch YouTube transcripts and metadata with multi-backend audio transcription.