Head to head
Tools vs Notebooklm Secure
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
61 text, security, converter, calculator, and PDF tools -- callable via MCP on one host.
Full listing
The short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Notebooklm Secure (91/100 against 57). Tools is hosted and callable through the gateway; Notebooklm Secure runs on your own machine. Notebooklm Secure has noticeably more public adoption.
| Tools | Notebooklm Secure | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C57/100 | A91/100 |
| Adoption | New | Growing |
| GitHub stars | – | 84 |
| Downloads / week | – | 101 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | — | 63 |
| Write actions | — | 11 |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | — | 2026-09-03 |
| Category | Security | Security |