What can this MCP do for mineral processing?

It allows your AI agent to design flotation circuits, calculate residence times, optimize stages, and predict recovery and grade.

How do I use this with Claude or Cursor?

You connect your client to Vinkius once, and the capabilities become available as functions your agent can call directly.

Can it help with stage optimization?

Yes, it can adjust the proportion of Rougher, Scavenger, and Cleaner stages to help you balance recovery against grade.

Does it predict final concentrate results?

Yes, the simulate_circuit_performance capability predicts the final concentrate grade and recovery for your specific configuration.

Can I check if my liberation size is correct?

Yes, you can use the validate_liberation_efficiency capability to see if your proposed liberation size supports your recovery target.

How do I determine the number of flotation cells needed?

You can use the calculate_circuit_requirements capability. By providing the mineralogy, liberation size, recovery target, and flow rate, the capability calculates the total residence time and the required number of cells.

Can I optimize the circuit for higher purity?

Yes. Use the optimize_stage_distribution capability and set the priority to 'grade' to increase the proportion of the cleaner stage.

How can I check if my recovery target is realistic?

The validate_liberation_efficiency capability assesses if the proposed liberation size is sufficient to achieve your specific recovery target.

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Connect Flotation Circuit Designer 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. Model mineral separation and design complete flotation circuits.

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 Flotation Circuit Design.

01
Calculate circuit requirements
This capability calculates the physical parameters like residence time and cell count needed for a circuit based on your ore goals.
02
Optimize stage distribution
Use this to adjust how much of the circuit is dedicated to Rougher, Scavenger, and Cleaner stages to balance recovery and grade.
03
Simulate circuit performance
This capability predicts the final concentrate grade and recovery for any specific circuit configuration you design.
04
Validate liberation efficiency
This capability checks if your chosen liberation size is actually enough to reach your recovery targets.

Real work

What teams actually run

Initial Circuit Design

Define flow rates and recovery targets to get a baseline for cell count and residence time.

Grade vs Recovery Optimization

Adjust the Rougher, Scavenger, and Cleaner proportions to find the ideal operating point.

Liberation Feasibility Studies

Check if a specific micron size will actually allow you to hit your recovery goals.

Performance Forecasting

Run simulations to see what the final concentrate grade will look like for a proposed setup.

One connector, every AI

Flotation Circuit Design 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 Flotation Circuit Design 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

854ms average. Fast in production.

Flotation Circuit Design is checked daily against the live service.

Daily averagePeak 999ms

Oct 3Today

Fastest day: 739ms
Slowest day: 999ms
14-day trend: Slowing+17%

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 Flotation Circuit Design, so you can see the experience inside your AI.

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

Flotation Circuit Design Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_0axrxtlo6pEmf5P0UJJoL99gVIZnTBZ7vN07LEl9/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 — Flotation Circuit Design capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "flotation-circuit-designer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_0axrxtlo6pEmf5P0UJJoL99gVIZnTBZ7vN07LEl9/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 Flotation Circuit Design in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Flotation Circuit Design owners hand off.

Metallurgical engineers and mineral processing specialists use this MCP to automate the repetitive math of circuit design.

01
Metallurgical Engineer
Hands off ore characteristics and targets to the AI to generate initial circuit configurations.
02
Process Designer
Uses the MCP to iterate on stage distributions and validate design feasibility.
03
Mining Consultant
Runs performance simulations to provide clients with predicted recovery and grade outcomes.

FAQ

Questions Flotation Circuit Design owners ask.

01
What can this MCP do for mineral processing?
It allows your AI agent to design flotation circuits, calculate residence times, optimize stages, and predict recovery and grade.
02
How do I use this with Claude or Cursor?
You connect your client to Vinkius once, and the capabilities become available as functions your agent can call directly.
03
Can it help with stage optimization?
Yes, it can adjust the proportion of Rougher, Scavenger, and Cleaner stages to help you balance recovery against grade.
04
Does it predict final concentrate results?
Yes, the simulate_circuit_performance capability predicts the final concentrate grade and recovery for your specific configuration.
05
Can I check if my liberation size is correct?
Yes, you can use the validate_liberation_efficiency capability to see if your proposed liberation size supports your recovery target.
06
How do I determine the number of flotation cells needed?
You can use the calculate_circuit_requirements capability. By providing the mineralogy, liberation size, recovery target, and flow rate, the capability calculates the total residence time and the required number of cells.
07
Can I optimize the circuit for higher purity?
Yes. Use the optimize_stage_distribution capability and set the priority to 'grade' to increase the proportion of the cleaner stage.
08
How can I check if my recovery target is realistic?
The validate_liberation_efficiency capability assesses if the proposed liberation size is sufficient to achieve your specific recovery target.

Explore

More in Engineering

Connect Flotation Circuit Design 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 circuit requirements

Optimize stage distribution

Simulate circuit performance

Validate liberation efficiency

What teams actually run

Initial Circuit Design

Grade vs Recovery Optimization

Liberation Feasibility Studies

Performance Forecasting

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

Flotation Circuit Design Connector

Claude Desktop

Metallurgical Engineer

Process Designer

Mining Consultant

What can this MCP do for mineral processing?

How do I use this with Claude or Cursor?

Can it help with stage optimization?

Does it predict final concentrate results?

Can I check if my liberation size is correct?

How do I determine the number of flotation cells needed?

Can I optimize the circuit for higher purity?

How can I check if my recovery target is realistic?

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