LGDiMaggio/predictive-maintenance-mcp
MCP server for predictive maintenance and machinery fault diagnosis. Gives AI assistants evidence-based vibration analysis - FFT, envelope, bearing fault detection, ISO 20816-3 severity - with a measured, blind CWRU benchmark. Local-first: raw signals never leave your machine. Includes a Claude Code plugin.
lgdimaggio.github.io/predictive-maintenance-mcp ↗github.com/LGDiMaggio/predictive-maintenance-mcp ↗
Outside contributors get real replies here, and their work gets merged.
3 of 5outside PRs merged (60%)
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Where newcomer work lands
The evidence