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Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection
Predictive Maintenance is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 93/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding Predictive Maintenance to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
uvx predictive-maintenance-mcp==0.13.0Review the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-08-14T07:54:20.265232Z",
"publishedAt": "2026-08-14T07:54:20.265232Z",
"statusChangedAt": "2026-08-14T07:54:20.265232Z"
}
},
"server": {
"name": "io.github.LGDiMaggio/predictive-maintenance-mcp",
"title": "Predictive Maintenance",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "0.13.0",
"packages": [
{
"version": "0.13.0",
"transport": {
"type": "stdio"
},
"identifier": "predictive-maintenance-mcp",
"registryType": "pypi"
}
],
"description": "Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection"
}
}