Head to head
YouTube Data Scraper - Videos & Channels vs NotebookLM MCP
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
Scrape YouTube videos and channels: titles, views, likes, subscriber counts, and upload dates.
Full listing
No reviews yet
Automate Google NotebookLM — Q&A with citations, audio, video, content generation
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (67 and 63 out of 100). YouTube Data Scraper - Videos & Channels is hosted and callable through the gateway; NotebookLM MCP runs on your own machine. NotebookLM MCP has noticeably more public adoption.
| YouTube Data Scraper - Videos & Channels | NotebookLM MCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C67/100 | C63/100 |
| Adoption | New | Established |
| GitHub stars | – | 179 |
| Downloads / week | – | 672 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | — | 42 |
| Write actions | — | 8 |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | — | 2026-09-04 |
| Category | Media | Media |
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