What can this MCP calculate for flotation columns?

It calculates physical dimensions like height and diameter, sparger configurations, wash water impacts, and optimized operating setpoints.

How does the MCP handle wash water calculations?

It evaluates how much wash water is needed and predicts the resulting impact on concentrate purity and bias.

Can I use this to design air distribution systems?

Yes, the design_sparger_configuration capability specifies the air distribution system needed to create the correct bubble size for your feed.

What information do I need to provide for column sizing?

You typically need to provide the feed grade, recovery target, and mass flow rate to get accurate dimensions.

Which AI clients can use this MCP?

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

What parameters are needed for column geometry?

To use calculate_column_geometry, you need the feed grade, target recovery, and mass flow rate.

How does wash water affect the design?

The evaluate_wash_water_impact capability calculates how wash water improves concentrate grade by removing gangue while maintaining the required bias.

Can I optimize the entire circuit at once?

Yes, once you have the column dimensions, you can use optimize_circuit_parameters to find the best air flow, wash water rate, and superficial velocity.

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Connect Column Flotation Design 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. Build precise flotation circuits with metallurgical engineering calculations.

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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 Column Flotation Design.

01
Design sparger configuration
Specifies the air distribution system required to produce the right bubble size for your feed.
02
Evaluate wash water impact
Calculates the necessary wash water volume and its effect on concentrate purity and bias.
03
Optimize circuit parameters
Generates a final set of optimized operating setpoints using your established geometry and water constraints.
04
Calculate column geometry
Determines the physical dimensions of the flotation column based on your specific recovery goals.

Real work

What teams actually run

New Circuit Design

Calculate the necessary column height and diameter for a new mineral processing installation.

Grade Optimization

Determine how much wash water to add to improve concentrate purity.

Sparger Selection

Match air distribution systems to specific feed particle sizes.

Operational Tuning

Find the best operating setpoints after the column geometry is set.

One connector, every AI

Column Flotation 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 Column Flotation 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

956ms average. Fast in production.

Column Flotation Design is checked daily against the live service.

Daily averagePeak 1186ms

Oct 3Today

Fastest day: 736ms
Slowest day: 1186ms
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 Column Flotation Design, so you can see the experience inside your AI.

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

Column Flotation Design Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ye4AH9jCYqbcnmnAV5fDFSrkir3Zxkvpp7ZfAqjg/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 — Column Flotation Design capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "column-flotation-design-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ye4AH9jCYqbcnmnAV5fDFSrkir3Zxkvpp7ZfAqjg/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 Column Flotation Design in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Column Flotation Design owners hand off.

This MCP is designed for professionals in the mining and mineral processing sectors who need to automate complex flotation math.

01
Metallurgical Engineers
They use the capability to translate feed data into physical column designs.
02
Process Engineers
They use it to optimize operating setpoints for existing circuits.
03
Mining Consultants
They use the calculations to provide technical specifications for new mineral processing plants.

FAQ

Questions Column Flotation Design owners ask.

01
What can this MCP calculate for flotation columns?
It calculates physical dimensions like height and diameter, sparger configurations, wash water impacts, and optimized operating setpoints.
02
How does the MCP handle wash water calculations?
It evaluates how much wash water is needed and predicts the resulting impact on concentrate purity and bias.
03
Can I use this to design air distribution systems?
Yes, the design_sparger_configuration capability specifies the air distribution system needed to create the correct bubble size for your feed.
04
What information do I need to provide for column sizing?
You typically need to provide the feed grade, recovery target, and mass flow rate to get accurate dimensions.
05
Which AI clients can use this MCP?
You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.
06
What parameters are needed for column geometry?
To use calculate_column_geometry, you need the feed grade, target recovery, and mass flow rate.
07
How does wash water affect the design?
The evaluate_wash_water_impact capability calculates how wash water improves concentrate grade by removing gangue while maintaining the required bias.
08
Can I optimize the entire circuit at once?
Yes, once you have the column dimensions, you can use optimize_circuit_parameters to find the best air flow, wash water rate, and superficial velocity.

Explore

More in Engineering

Connect Column Flotation 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

Design sparger configuration

Evaluate wash water impact

Optimize circuit parameters

Calculate column geometry

What teams actually run

New Circuit Design

Grade Optimization

Sparger Selection

Operational Tuning

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

Column Flotation Design Connector

Claude Desktop

Metallurgical Engineers

Process Engineers

Mining Consultants

What can this MCP calculate for flotation columns?

How does the MCP handle wash water calculations?

Can I use this to design air distribution systems?

What information do I need to provide for column sizing?

Which AI clients can use this MCP?

What parameters are needed for column geometry?

How does wash water affect the design?

Can I optimize the entire circuit at once?

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