Head to head
Google Surf vs Agent Memory Os
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
Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.
Full listing
No reviews yet
Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Agent Memory Os (92/100 against 83). Google Surf has noticeably more public adoption.
| Google Surf | Agent Memory Os | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B83/100 | A92/100 |
| Adoption | Established | Growing |
| GitHub stars | 290 | 5 |
| Downloads / week | 438 | 443 |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | 7 | 13 |
| Write actions | — | 2 |
| Price per call | Free | Free |
| Licence | MIT | Apache-2.0 |
| Last release | 2026-09-10 | 2026-09-17 |
| Category | AI and agents | AI and agents |