Predictive Maintenance

Overview

Predictive Maintenance is a Model Context Protocol (MCP) server: Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection. Because it speaks the Model Context Protocol, AI assistants can use Predictive Maintenance as a set of callable tools instead of you copy-pasting between apps.

It runs locally: the Python package predictive-maintenance-mcp (via uvx) speaks MCP over stdio on your machine. No credentials are required — it works out of the box. The current release is v0.13.0.

On mcp.site, Predictive Maintenance sits in the Development category. Any MCP client can use it — Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed among them — via the install snippets below. If you maintain Predictive Maintenance for LGDiMaggio, claim this listing to verify ownership, earn the Verified badge, and keep the details current.

Installation

// claude_desktop_config.json
{
  "mcpServers": {
    "predictive_maintenance": {
      "command": "uvx",
      "args": [
        "predictive-maintenance-mcp"
      ]
    }
  }
}