Mmcp.market

Head to head

DONVI108 Free Research Beta 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.

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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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. Both score close on the safety scan (83 and 88 out of 100). Netdata has noticeably more public adoption.

 DONVI108 Free Research BetaNetdata
User ratingNo reviews yetNo reviews yet
Safety gradeB83/100A88/100
AdoptionGrowingWidely used
GitHub stars081k
Downloads / week––
Runs whereHosted (remote)Hosted (remote)
Gateway-readyYesYes
Tools——
Write actions——
Price per callFreeFree
LicenceMITGPL-3.0
Last release2026-09-192026-09-19
CategoryEverything elseEverything else

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