Head to head
Rigor vs Netdata
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
Rigor
Aio.github.mrnh/rigor-mcpNo reviews yet
Verified statistical inference for AI agents: hypothesis tests, sequential testing, power.
Full listing
No reviews yet
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
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 (92 and 88 out of 100). Netdata is hosted and callable through the gateway; Rigor runs on your own machine. Netdata has noticeably more public adoption.
| Rigor | Netdata | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A92/100 | A88/100 |
| Adoption | New | Widely used |
| GitHub stars | 1 | 81k |
| Downloads / week | – | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 37 | — |
| Write actions | 1 | — |
| Price per call | Free | Free |
| Licence | MIT | GPL-3.0 |
| Last release | 2026-09-17 | 2026-09-19 |
| Category | Everything else | Everything else |