MCP.Market

Predictive Maintenance MCP server

by LGDiMaggio·io.github.LGDiMaggio/predictive-maintenance-mcp·v0.13.0·107 stars
No reviews yet

Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection

A92/100grade A
Write a reviewInstall
What users say
No reviews yet
Be the first
Safety scan
A92/100

full report

Adoption
Growing

107 stars57 downloads/wk

Reviews

Write one

Nobody has reviewed Predictive Maintenance yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

Predictive Maintenance tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.10 · 2026-11-03 · same rubric, same numbers if you re-run it

no findings
  • Code scansource not scanned: tarball over 25MB25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Predictive Maintenance compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
92/100
higher than 95% of 48,255 servers
GitHub stars
107
more than 95% of 28,688 servers
Downloads a week
57
more than 47% of 12,191 servers with a package

Install Predictive Maintenance in Claude Code, Cursor or VS Code

claude mcp add predictive-maintenance-mcp -- uvx predictive-maintenance-mcp
Add to Cursor

Predictive Maintenance: common questions

Is Predictive Maintenance MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the Predictive Maintenance safety report
How do I install Predictive Maintenance?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Predictive Maintenance need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Predictive Maintenance maintained?
The last commit was in the last day (2026-11-03). The latest release is v0.13.0.
What can I use instead of Predictive Maintenance?
Servers from other publishers that do the same job: Netdata MCP server.
How does Predictive Maintenance compare with other MCP servers?
safety score 92/100 (higher than 95% of 48,255 servers); github stars 107 (more than 95% of 28,688 servers); downloads a week 57 (more than 47% of 12,191 servers with a package). Full comparison.

Alternatives to Predictive Maintenance

Same job from other publishers: the closest match first, then the best rated.

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