Head to head
Mindbase vs Google Surf
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
Mindbase
Aio.github.frankchu91/mindbaseNo reviews yet
LLM-maintained personal wiki: cross-references sources, flags contradictions. Local markdown.
Full listing
No reviews yet
Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.
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 Mindbase (92/100 against 83).
| Mindbase | Google Surf | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A92/100 | B83/100 |
| Adoption | Growing | Established |
| GitHub stars | 118 | 290 |
| Downloads / week | 37 | 438 |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | 50 | 7 |
| Write actions | 8 | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-14 | 2026-09-10 |
| Category | AI and agents | AI and agents |