Head to head
Neurarch vs Ranklogs
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
Neurarch
Bio.github.neurarch-ai/neurarch-mcpNo reviews yet
Reads a PyTorch .py, a Neurarch graph, or a HF repo; agents inspect, lint, verify and rank designs.
Full listing
No reviews yet
See whether AI assistants recommend your business - and where you rank - without leaving the chat.
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 Neurarch (82/100 against 70). Ranklogs is hosted and callable through the gateway; Neurarch runs on your own machine. Neurarch has noticeably more public adoption.
| Neurarch | Ranklogs | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B82/100 | B70/100 |
| Adoption | Growing | New |
| GitHub stars | 1 | – |
| Downloads / week | 86 | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 36 | — |
| Write actions | 6 | — |
| Price per call | Free | Free |
| Licence | MIT | — |
| Last release | 2026-09-19 | — |
| Category | SEO | SEO |