Use Ore Sorting Optimization with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Optimize ore sorting circuit design through grade distribution analysis and capacity modeling.
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 Ore Sorting Optimization capability set.
These are the exact actions your AI can choose when you ask it to work with Ore Sorting Optimization.
01-04
4 capabilities in this set.
Part of 4 available through Ore Sorting Optimization.
- 01
Analyze ore distribution
Analyze the statistical distribution of ore grades in the raw feed
- 02
Calculate sorting parameters
Calculate optimal cut-off grade and predicted recovery
- 03
Evaluate circuit capacity
Evaluate the physical capacity of the sorting circuit
- 04
Perform mass water balance
Perform mass and water balance calculations
One connector, every AI
Ore Sorting Optimization 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 Ore Sorting Optimization 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 Ore Sorting Optimization, so you can see the experience inside your AI.
It does not authenticate your account with Ore Sorting Optimization. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Ore Sorting Optimization Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_s5kI0QPK3oXRSWPV9otTmSGtrIdyxqlpxz8Zv1qh/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 — Ore Sorting Optimization capabilities are ready to use.
{
"mcpServers": {
"ore-sorting-optimization-mcp": {
"url": "https://edge.vinkius.com/vk_preview_s5kI0QPK3oXRSWPV9otTmSGtrIdyxqlpxz8Zv1qh/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 Ore Sorting Optimization owners ask.
- 01
How can I determine the best cut-off grade for my sensor?
You can use the calculate_sorting_parameters capability, providing your grade data, sensor accuracy, and target recovery to find the optimal threshold.
- 02
Can I check if my conveyor belt is wide enough for the ore throughput?
Yes, the evaluate_circuit_capacity capability calculates throughput capacity based on belt width, speed, ore density, and material thickness.
- 03
How do I calculate the water requirements for the sorting process?
Use the perform_mass_water_balance capability to calculate total water requirements and losses based on input mass and moisture content.
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