Predictive Maintenance MCP Server

by lgdimaggio Your server? Claim it

local only

Predictive Maintenance runs on your own machine — the client starts it, so there is no endpoint to ping. 190 installs a week from pypi.

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

Installs per day peak 131 · avg 33 · -30% w/w

a month agotoday

190

Installs / week

pypi · predictive-maintenance-mcp

—

Stars

on GitHub

—

Last commit

from GitHub

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License

language unknown

Nothing serious here today

Today is the operative word: we check Predictive Maintenance every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add predictive-maintenance-mcp -- uvx predictive-maintenance-mcp

~/Library/Application Support/Claude/claude_desktop_config.json

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

~/.codex/config.toml

[mcp_servers.predictive-maintenance-mcp]
command = "uvx"
args = ["predictive-maintenance-mcp"]

.cursor/mcp.json

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

.vscode/mcp.json

{
  "servers": {
    "predictive-maintenance-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "predictive-maintenance-mcp"
      ]
    }
  }
}

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Predictive Maintenance — questions

Answers built from our own checks of this server.

Why is there no uptime for Predictive Maintenance?

Predictive Maintenance runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package predictive-maintenance-mcp was installed 190 times last week.

How do I connect Predictive Maintenance?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls predictive-maintenance-mcp straight from pypi; nothing to host, nothing to sign up for.

How many people use Predictive Maintenance?

The pypi package predictive-maintenance-mcp was installed 190 times in the last week. Week over week that is -30%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.