Mmcp.market

Head to head

Network 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.

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

Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.

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World Monitorapp.worldmonitor/mcp
A
No reviews yet

Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 75 tools.

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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 95 out of 100). World Monitor is hosted and callable through the gateway; Network AIops runs on your own machine. World Monitor has noticeably more public adoption.

 Network AIopsWorld Monitor
User ratingNo reviews yetNo reviews yet
Safety gradeA91/100A95/100
AdoptionGrowingWidely used
GitHub stars087k
Downloads / week503–
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools——
Write actions——
Price per callFreeFree
LicenceMITAGPL-3.0
Last release2026-09-162026-09-19
CategoryEverything elseEverything else

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