Head to head
k8s AIops vs GitLab MCP Server
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
k8s AIops
Aio.github.AIops-tools/k8s-aiopsNo reviews yet
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.
Full listing
No reviews yet
Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.
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 97 out of 100). GitLab MCP Server is hosted and callable through the gateway; k8s AIops runs on your own machine.
| k8s AIops | GitLab MCP Server | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A91/100 | A97/100 |
| Adoption | Growing | Growing |
| GitHub stars | 0 | 37 |
| Downloads / week | 509 | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 56 | — |
| Write actions | 6 | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-16 | 2026-09-19 |
| Category | Developer tools | Developer tools |