What can this MCP calculate?

It calculates matte and slag mass distributions, metal recovery rates, off-gas chemical compositions, and flux optimization simulations.

Which AI clients can use this MCP?

You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

Do I need to host the MCP myself?

No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.

Can I use this for environmental impact studies?

Yes, you can use the off-gas composition capability to predict the chemical makeup of gases released during smelting.

How does the flux optimization work?

The capability analyzes how changing the amount of flux affects both the resulting slag composition and the recovery of the matte.

How do I calculate the metal recovery rate?

You can use the calculate_metal_recovery capability by providing the initial concentrate mass and composition, along with the final matte mass and composition.

Can I predict the gas emissions from the furnace?

Yes, the calculate_offgas_composition capability predicts the chemical makeup of gases like SO2 and N2 based on the sulfur oxidation rate and air input.

How can I optimize the slag composition?

Use the simulate_flux_optimization capability to analyze how different flux masses affect slag viscosity and metal recovery.

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Connect Smelter Mass Balance Engine 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. Get precise metallurgical mass distributions and recovery rates instantly.

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.

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.

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 Smelter Mass Balance.

01
Calculate matte slag distribution
This capability determines how mass and specific elements distribute themselves between the matte and slag phases.
02
Calculate metal recovery
Use this to evaluate how efficiently your smelting operation is recovering target metals.
03
Calculate offgas composition
This capability predicts the chemical makeup of gases released during the smelting process.
04
Simulate flux optimization
This capability analyzes how varying the amount of flux affects slag composition and matte recovery.

Real work

What teams actually run

Process Optimization

Simulate different flux amounts to find the best balance between slag viscosity and metal recovery.

Efficiency Audits

Calculate metal recovery rates to see if the current smelting setup meets production targets.

Environmental Modeling

Predict off-gas chemical composition to prepare for emission monitoring.

Mass Balance Verification

Check how much mass moves into the matte versus the slag during a specific run.

One connector, every AI

Smelter Mass Balance 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.

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

You don't need a client to put Smelter Mass Balance 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

876ms average. Fast in production.

Smelter Mass Balance is checked daily against the live service.

Daily averagePeak 1130ms

Oct 3Today

Fastest day: 746ms
Slowest day: 1130ms
14-day trend: Slowing+16%

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 Smelter Mass Balance, so you can see the experience inside your AI.

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

Smelter Mass Balance Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_IbOMslvZEzQW54zKMPd8e8r0CDQYQCfecHEaWAEY/mcp

Claude 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 — Smelter Mass Balance capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "smelter-mass-balance-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_IbOMslvZEzQW54zKMPd8e8r0CDQYQCfecHEaWAEY/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 Smelter Mass Balance in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Smelter Mass Balance owners hand off.

This MCP is built for professionals working in extractive metallurgy and chemical engineering.

01
Metallurgical Engineers
They hand off complex mass balance calculations to the AI to verify process models.
02
Process Engineers
They use the capability to simulate flux changes and optimize slag viscosity.
03
Plant Managers
They use recovery data to monitor smelting efficiency and environmental impact.

FAQ

Questions Smelter Mass Balance owners ask.

01
What can this MCP calculate?
It calculates matte and slag mass distributions, metal recovery rates, off-gas chemical compositions, and flux optimization simulations.
02
Which AI clients can use this MCP?
You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
03
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.
04
Can I use this for environmental impact studies?
Yes, you can use the off-gas composition capability to predict the chemical makeup of gases released during smelting.
05
How does the flux optimization work?
The capability analyzes how changing the amount of flux affects both the resulting slag composition and the recovery of the matte.
06
How do I calculate the metal recovery rate?
You can use the calculate_metal_recovery capability by providing the initial concentrate mass and composition, along with the final matte mass and composition.
07
Can I predict the gas emissions from the furnace?
Yes, the calculate_offgas_composition capability predicts the chemical makeup of gases like SO2 and N2 based on the sulfur oxidation rate and air input.
08
How can I optimize the slag composition?
Use the simulate_flux_optimization capability to analyze how different flux masses affect slag viscosity and metal recovery.

Explore

More in Engineering

Connect Smelter Mass Balance to Claude, Cursor, ChatGPT & more

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

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Calculate matte slag distribution

Calculate metal recovery

Calculate offgas composition

Simulate flux optimization

What teams actually run

Process Optimization

Efficiency Audits

Environmental Modeling

Mass Balance Verification

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

Smelter Mass Balance Connector

Claude Desktop

Metallurgical Engineers

Process Engineers

Plant Managers

What can this MCP calculate?

Which AI clients can use this MCP?

Do I need to host the MCP myself?

Can I use this for environmental impact studies?

How does the flux optimization work?

How do I calculate the metal recovery rate?

Can I predict the gas emissions from the furnace?

How can I optimize the slag composition?

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