Mmcp.market

Head to head

DONVI108 Free Research Beta 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.

DONVI108 Free Research Betaio.github.ho11-bit/donvi108-research
B
No reviews yet

Free scholarly paper and DOI discovery via Crossref. Self-service registration; no invitation.

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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. The safety scan favours World Monitor (95/100 against 83). World Monitor has noticeably more public adoption.

 DONVI108 Free Research BetaWorld Monitor
User ratingNo reviews yetNo reviews yet
Safety gradeB83/100A95/100
AdoptionGrowingWidely used
GitHub stars087k
Downloads / week––
Runs whereHosted (remote)Hosted (remote)
Gateway-readyYesYes
Tools——
Write actions——
Price per callFreeFree
LicenceMITAGPL-3.0
Last release2026-09-192026-09-19
CategoryEverything elseEverything else

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