Head to head
Fabric AIops vs World Monitor
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
Fabric AIops
Aio.github.AIops-tools/fabric-aiopsNo reviews yet
Governed Cisco Meraki fabric ops: uplink RCA, health score, drift; 34 tools with audit/undo.
Full listing
No reviews yet
Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 75 tools.
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 (91 and 95 out of 100). World Monitor is hosted and callable through the gateway; Fabric AIops runs on your own machine. World Monitor has noticeably more public adoption.
| Fabric AIops | World Monitor | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A91/100 | A95/100 |
| Adoption | New | Widely used |
| GitHub stars | 0 | 87k |
| Downloads / week | – | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 35 | — |
| Write actions | 4 | — |
| Price per call | Free | Free |
| Licence | MIT | AGPL-3.0 |
| Last release | 2026-09-16 | 2026-09-19 |
| Category | Everything else | Everything else |