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A personal AI tool that turns Claude into a YouTube research assistant —
A personal AI tool that turns Claude into a YouTube research assistant —
searching, transcribing, reading comments, and self-correcting its own
searching, transcribing, reading comments, and self-correcting its own
searches to answer real questions.
searches to answer real questions.
What it can do
What it can do
• Search YouTube and build playlists automatically
• Summarize any video from its real transcript — not just its description
• Transcribe videos that have no captions at all, using audio transcription as a fallback
• Read and analyze the comment section for real audience sentiment
• Run self-correcting searches that judge their own results and retry with a better query when the first attempt misses
Real server logs. This video had no captions — the tool caught the failure, fell back to Whisper, and finished the job without anyone telling it to.
Built with: Node.js · Model Context Protocol (MCP) · OAuth 2.0 · Docker · the YouTube Data API · OpenAI Whisper · Claude (Haiku) · deployed on Railway
A personal project by Nyle Webster · Built with Claude · 2026
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