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Connect Blending Optimization Mining to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Solve complex metallurgical blending problems with linear programming.

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Blending Optimization Mining.

  1. 01

    Get source availability

    This capability pulls current stock levels and quality profiles for every available ore stockpile.

  2. 02

    Predict blend quality

    Use this to calculate the expected chemical composition of a blend based on specific ore masses.

  3. 03

    Validate blend feasibility

    This capability checks if a target blend can actually meet your required grade constraints.

  4. 04

    Calculate optimal blend

    This capability solves linear programming problems to find the best ore combination for your needs.

Real work

What teams actually run

01

Grade Constraint Management

Ensure every blend meets strict chemical requirements for downstream processing.

02

Stockpile Optimization

Find the best way to use available ore to hit specific mass and quality targets.

03

Pre-blend Verification

Check if a planned mix will actually hit the desired iron or phosphorus levels.

04

Inventory Analysis

Get a clear view of available ore quality and quantity across all stockpiles.

One connector, every AI

Blending Optimization Mining 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Blending Optimization Mining 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.

Observed, not estimated

900ms average. Fast in production.

Blending Optimization Mining is checked daily against the live service.

Daily averagePeak 983ms
Oct 3Today
Fastest day
752ms
Slowest day
983ms
14-day trend
Stable-4%

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 Blending Optimization Mining, so you can see the experience inside your AI.

It does not authenticate your account with Blending Optimization Mining. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Blending Optimization Mining Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_8pLwtW0U6R8GuLaz8gupvsUcAPjlLsyzWs1DbSmj/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Blending Optimization Mining capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "blending-optimization-mining-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_8pLwtW0U6R8GuLaz8gupvsUcAPjlLsyzWs1DbSmj/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? Set up Blending Optimization Mining in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Blending Optimization Mining owners hand off.

This MCP is built for professionals managing ore stockpiles and metallurgical processing.

  • 01

    Metallurgists

    They hand off complex blending calculations to the agent to verify grade targets.

  • 02

    Mine Planners

    They use the agent to optimize ore source combinations for efficiency.

  • 03

    Process Engineers

    They use the agent to predict the chemical output of specific ore mixes.

FAQ

Questions Blending Optimization Mining owners ask.

  • 01

    What kind of math does this MCP use?

    It uses linear programming to solve for the most efficient combinations of ore sources.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any compatible client like Claude, Cursor, or Windsurf.

  • 03

    How does it handle ore quality?

    It uses quality profiles from your stockpiles to predict the chemical composition of any proposed blend.

  • 04

    Will it tell me if my target is impossible?

    Yes, the feasibility capability specifically checks if a target can be met with your current ore sources.

  • 05

    Do I need to host the math engine myself?

    No, Vinkius hosts the MCP and manages everything so it is ready to use immediately.

  • 06

    How can I find the best ore recipe?

    You can use the calculate_optimal_blend capability to find the most efficient combination of sources based on your target mass and grade constraints.

  • 07

    Can I check if my desired blend is possible?

    Yes, the validate_blend_feasibility capability allows you to verify if a specific set of ore sources can meet your required quality parameters.

  • 08

    Where can I see available ore stockpiles?

    Use the get_source_availability capability to retrieve current stock levels, costs, and chemical profiles for all available ore sources.

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