Use Plant Availability Model with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Model industrial plant availability, reliability, and production capacity.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 4 capabilities
The complete Plant Availability Model capability set.
These are the exact actions your AI can choose when you ask it to work with Plant Availability Model.
01-04
4 capabilities in this set.
Part of 4 available through Plant Availability Model.
- 01
Calculate plant availability
Calculate the current or projected availability percentage of the entire plant
- 02
Get reliability metrics
Get reliability metrics for a specific piece of equipment based on failure history
- 03
Predict production derating
Predict how much production capacity will drop due to equipment health and maintenance
- 04
Analyze utilization efficiency
Analyze how effectively the available capacity of a piece of equipment is being used
One connector, every AI
Plant Availability Model works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Plant Availability Model to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Plant Availability Model, so you can see the experience inside your AI.
It does not authenticate your account with Plant Availability Model. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Plant Availability Model Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_Ebsz1l3LM9DMrJ7SHjmqKm8QCatTL7Tc90YzlLD9/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Plant Availability Model capabilities are ready to use.
{
"mcpServers": {
"plant-availability-model-mcp": {
"url": "https://edge.vinkius.com/vk_preview_Ebsz1l3LM9DMrJ7SHjmqKm8QCatTL7Tc90YzlLD9/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
Guided setup for Claude? link.label
FAQ
Questions Plant Availability Model owners ask.
- 01
How is plant availability calculated?
Availability is calculated by aggregating the uptime of all selected equipment against the total elapsed time in the specified period, accounting for both planned and unplanned downtime.
- 02
Can I predict future production losses?
Yes, you can use the predict_production_derating capability to project how much capacity will drop based on equipment health and scheduled maintenance.
- 03
What is MTBF?
MTBF (Mean Time Between Failures) is a statistical measure of reliability representing the average time elapsed between one failure and the next.
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