Mmcp.market

Head to head

k8s AIops vs gitlab-mcp

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

k8s AIopsio.github.AIops-tools/k8s-aiops
A
No reviews yet

Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.

Full listing
gitlab-mcpio.github.zereight/gitlab-mcp
B
No reviews yet

GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

Full listing

The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours k8s AIops (91/100 against 75). gitlab-mcp has noticeably more public adoption.

 k8s AIopsgitlab-mcp
User ratingNo reviews yetNo reviews yet
Safety gradeA91/100B75/100
AdoptionNewWidely used
GitHub stars02.0k
Downloads / week–97k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceMITMIT
Last release2026-09-162026-09-16
CategoryDeveloper toolsDeveloper tools

Other comparisons

k8s AIops vs kubernetes-mcp-serverk8s AIops vs GitHubk8s AIops vs notion-mcp-serverk8s AIops vs homebutlerk8s AIops vs Radar Kubernetes MCP ServerAll Developer tools servers