Mmcp.market

Head to head

jobd 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.

jobdio.github.musharna/jobd
B
No reviews yet

Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.

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Netdataio.github.netdata/mcp-server
A
No reviews yet

Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Netdata (88/100 against 74). Netdata is hosted and callable through the gateway; jobd runs on your own machine. Netdata has noticeably more public adoption.

 jobdNetdata
User ratingNo reviews yetNo reviews yet
Safety gradeB74/100A88/100
AdoptionGrowingWidely used
GitHub stars481k
Downloads / week105–
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools——
Write actions——
Price per callFreeFree
LicenceMITGPL-3.0
Last release2026-09-192026-09-19
CategoryEverything elseEverything else