Use Maintenance Cost Analysis with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Analyze mining equipment efficiency and maintenance reliability.
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 Maintenance Cost Analysis capability set.
These are the exact actions your AI can choose when you ask it to work with Maintenance Cost Analysis.
01-04
4 capabilities in this set.
Part of 4 available through Maintenance Cost Analysis.
- 01
Analyze maintenance reliability
Evaluates the proportion of unplanned versus planned maintenance to determine equipment reliability
- 02
Calculate equipment efficiency
Calculates the cost-per-hour and cost-per-tonne for a specific asset
- 03
Get fleet maintenance trends
Aggregates maintenance data across the entire fleet to identify rising costs or systemic issues
- 04
Get fleet summary
Provides a high-level overview of all equipment in the fleet and their current status
One connector, every AI
Maintenance Cost Analysis 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 Maintenance Cost Analysis 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 Maintenance Cost Analysis, so you can see the experience inside your AI.
It does not authenticate your account with Maintenance Cost Analysis. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Maintenance Cost Analysis Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_5LMbfoJF2K7Sj1D6qFhry3AWM9AmezCSbUHiAe35/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 — Maintenance Cost Analysis capabilities are ready to use.
{
"mcpServers": {
"maintenance-cost-analysis-mcp": {
"url": "https://edge.vinkius.com/vk_preview_5LMbfoJF2K7Sj1D6qFhry3AWM9AmezCSbUHiAe35/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 Maintenance Cost Analysis owners ask.
- 01
How can I see the status of all my mining assets?
You can use the get_fleet_summary capability to receive a high-level overview of all equipment in your fleet and their current status.
- 02
How do I calculate the cost per tonne for a specific excavator?
Use the calculate_equipment_efficiency capability by providing the specific asset ID and the desired timeframe.
- 03
Can I identify if my maintenance is becoming too reactive?
Yes, the analyze_maintenance_reliability capability calculates the maintenance ratio, which shows the proportion of unplanned costs relative to total costs.
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