How do I connect an AI agent to Predictive Maintenance?

Install the pypi package predictive-maintenance-mcp and run it as a local MCP server.

Faceabot

Catalog › io.github.LGDiMaggio/predictive-maintenance-mcp

Is Predictive Maintenance reliable?

Not measured yet Predictive Maintenance runs locally (installed package), so Faceabot cannot measure it over the network.

En français : Pas encore mesuré. Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

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

Source: official MCP registry (registry.modelcontextprotocol.io) · version 0.13.0

Connect your agent

{
  "mcpServers": {
    "predictive-maintenance-mcp": {
      "command": "uvx",
      "args": [
        "predictive-maintenance-mcp"
      ]
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"io.github.LGDiMaggio/predictive-maintenance-mcp"} on https://faceabot.com/api/mcp.

Does it actually do the job?

— Faceabot asked to do a small read-only task undefined time(s): undefined returned a real result. Last result: .

Sample input: {}. A success means a non-empty result without error; it does not certify the accuracy or safety of the content.

Faceabot measurements

No measurement yet.

Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

More from the same publisher

Motor Current Signature Analysis Not measured yet

MCP server for Motor Current Signature Analysis — fault detection in electric motors

Package pypi : mcp-server-mcsa · website · measurements and details

Publisher of Predictive Maintenance?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/io.github.LGDiMaggio/predictive-maintenance-mcp.svg)](https://faceabot.com/tools/io.github.LGDiMaggio/predictive-maintenance-mcp)

Data in JSON: /api/catalog?id=io.github.LGDiMaggio/predictive-maintenance-mcp · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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