How do I calculate the total effectiveness of my machine?

You can use the `calculate_oee` tool. Provide the availability, performance rate, and quality rate as decimals between 0 and 1 to get the total OEE percentage.

What is the difference between planned and unplanned downtime in these calculations?

Planned downtime refers to scheduled stops like maintenance, while unplanned downtime refers to unexpected failures. The `summarize_downtime_impact` tool helps distinguish how each affects your production schedule.

Can I use this to check if my equipment is reliable?

Yes, use the `calculate_availability` tool with your scheduled time and unplanned downtime to determine the reliability of your equipment.

Equipment Availability Analysis MCP Connector for Claude

A+

Quantify industrial equipment performance using availability, utilization, and OEE metrics.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides specialized tools for industrial performance analysis. It allows AI agents to calculate critical manufacturing metrics including Availability, Utilization, and Overall Equipment Effectiveness (OEE). By processing operating hours, planned downtime, and unplanned downtime, the server helps identify production losses and equipment reliability. Use calculate_availability to check reliability, calculate_utilization to measure capacity usage, calculate_oee for total effectiveness, and summarize_downtime_impact to assess schedule disruptions.

oeeavailabilityutilizationindustrialmaintenance

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_MV9cB9Eep323FiuBxHOCrlrzFN3GctDxRZ82Btef/mcp

② Claude Code (terminal)

claude mcp add --transport http equipment-availability-analysis https://edge.vinkius.com/vk_preview_MV9cB9Eep323FiuBxHOCrlrzFN3GctDxRZ82Btef/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "equipment-availability-analysis": {
      "url": "https://edge.vinkius.com/vk_preview_MV9cB9Eep323FiuBxHOCrlrzFN3GctDxRZ82Btef/mcp"
    }
  }
}

Get full access on Vinkius

The preview token above works for testing. Powered by Vinkius.

Details

Tools: 4
Grade: A+
Score: 100/100
Updated: Oct 1, 2026

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