Mmcp.market

Head to head

Netdata vs MANNA

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

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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MANNAio.github.NSF-Simons-CosmicAI-Institute/manna
A
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MCP server for IVOA astronomical archives: NOIRLab Astro Data Lab, NRAO/ALMA, CADC, ESO, Gaia

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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 (88 and 94 out of 100). Netdata is hosted and callable through the gateway; MANNA runs on your own machine. Netdata has noticeably more public adoption.

 NetdataMANNA
User ratingNo reviews yetNo reviews yet
Safety gradeA88/100A94/100
AdoptionWidely usedGrowing
GitHub stars81k2
Downloads / week–130
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools——
Write actions——
Price per callFreeFree
LicenceGPL-3.0MIT
Last release2026-09-192026-09-18
CategoryEverything elseEverything else