| name | youtube-transcript-researcher |
| description | Use when grounding content, scripts, hooks, explanations, voice/style analysis, or research in YouTube videos, channels, creators, transcripts, Shorts, recent uploads, or named creator examples. |
YouTube Transcript Researcher
Use this to ground content work in real creator examples instead of generic model taste.
Workflow
- Identify the target creator, channel, video, topic, or style reference.
- Fetch transcripts with Supadata MCP when available; otherwise use another transcript tool or user-provided transcript text.
- Compare multiple videos when the user asks for voice, hook, or format patterns.
- Extract reusable patterns:
- Opening hook.
- Pacing.
- Sentence length.
- Framing.
- Story structure.
- Repeated phrases.
- CTA style.
- Generate the requested output in the user's topic, not a copy of the source.
- Mention which videos/transcripts informed the output.
Common Uses
- Five hook options in a named creator's style.
- Explain a topic like a specific educator.
- Analyze the last 10 videos from a channel for content patterns.
- Turn a script outline into a stronger intro.
- Compare what already exists on YouTube before picking an angle.
Output Rules
- Do not imitate a living creator so closely that it becomes impersonation; use broad style traits and explain the adaptation.
- Do not fabricate transcript access or video details.
- Keep direct transcript quotes short.
- Preserve source links when available.
- If transcripts are unavailable, say so and switch to title/description/comment/metadata analysis if useful.
- Use
supadata-mcp-research when transcript extraction, web scraping, or multi-platform social/video data is needed.
Source Notes
Distilled from the user-provided creator/marketing skills transcript: use YouTube transcripts as grounding for hooks, scripts, explanations, and creator voice analysis.
