Mmcp.market

Head to head

k8s AIops vs Contentrain

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.

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Contentrainio.github.Contentrain/contentrain
A
No reviews yet

Git-native content governance for AI agents — 27 deterministic MCP tools over stdio and HTTP.

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The 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 86 out of 100). Contentrain is hosted and callable through the gateway; k8s AIops runs on your own machine. Contentrain has noticeably more public adoption.

 k8s AIopsContentrain
User ratingNo reviews yetNo reviews yet
Safety gradeA91/100A86/100
AdoptionNewEstablished
GitHub stars04
Downloads / week–1.5k
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools——
Write actions——
Price per callFreeFree
LicenceMITMIT
Last release2026-09-162026-09-18
CategoryDeveloper toolsDeveloper tools

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