What can this MCP calculate for flotation circuits?

It calculates total required volume, the number of cells needed, physical bank configurations, and mixing/dispersion feasibility.

How do I use this with Claude or Cursor?

You connect your client to the Vinkius platform, which hosts the MCP. Once connected, you can ask your agent to perform the calculations directly.

Can it help with physical plant layout?

Yes, the determine_bank_configuration capability suggests physical layouts based on your stage and cell count requirements.

Does it check if my cell size is practical?

Yes, the evaluate_mixing_and_dispersion capability assesses if cell dimensions are compatible with your energy input and air distribution.

Do I need to provide throughput to get volume?

Yes, you provide the throughput and the required residence time to get the total required volume.

How do I calculate the total volume needed for my circuit?

You can use the get_total_required_volume capability by providing the mass flow rate (throughput) and the required residence time.

Can I determine the physical layout of my flotation cells?

Yes, the determine_bank_configuration capability suggests a physical layout based on the total cell count and the number of stages required.

How is the viability of the cell configuration assessed?

The evaluate_mixing_and_dispersion capability assesses if the cell volume is compatible with the mixing power and gas dispersion factor to ensure adequate turbulence.

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Connect Flotation Cell Sizing to ChatGPT, Claude and Gemini

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. Design mineral processing circuits with precise engineering calculations.

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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 Cell Sizing.

01
Calculate cell count
This capability calculates the specific number of individual cells required to meet your total volume target.
02
Determine bank configuration
Use this to get a suggested physical layout for your flotation cells based on the number of stages and cells you need.
03
Evaluate mixing and dispersion
This capability checks if your chosen cell dimensions are compatible with your required air distribution and energy input.
04
Get total required volume
This capability determines the total volume needed to handle your specified throughput for a given residence time.

Real work

What teams actually run

Initial Circuit Sizing

Calculate the total volume needed for a new mineral processing circuit based on target throughput.

Cell Count Determination

Find out exactly how many cells to order to meet a specific volume and stage requirement.

Layout Design

Plan how cells should be physically arranged into banks for a multi-stage process.

Design Validation

Check if a proposed cell size will actually work with the intended air distribution and energy input.

One connector, every AI

Flotation Cell Sizing 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 Cell Sizing 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

898ms average. Fast in production.

Flotation Cell Sizing is checked daily against the live service.

Daily averagePeak 1038ms

Oct 3Today

Fastest day: 685ms
Slowest day: 1038ms
14-day trend: Improving-6%

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 Cell Sizing, so you can see the experience inside your AI.

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

Flotation Cell Sizing Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_1G32YM2IglzqD3h7pGMLCFTzFyFCTs376AqGppBw/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 Cell Sizing capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "flotation-cell-sizing-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_1G32YM2IglzqD3h7pGMLCFTzFyFCTs376AqGppBw/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 Cell Sizing in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Flotation Cell Sizing owners hand off.

This MCP is built for engineers working in mineral processing and metallurgy. It automates the math behind circuit design.

01
Process Engineer
Hands off throughput and residence time data to get volume and cell count results.
02
Metallurgical Engineer
Uses the capability to verify that cell dimensions support required mixing and dispersion.
03
Mining Consultant
Generates physical bank configurations for circuit design proposals.

FAQ

Questions Flotation Cell Sizing owners ask.

01
What can this MCP calculate for flotation circuits?
It calculates total required volume, the number of cells needed, physical bank configurations, and mixing/dispersion feasibility.
02
How do I use this with Claude or Cursor?
You connect your client to the Vinkius platform, which hosts the MCP. Once connected, you can ask your agent to perform the calculations directly.
03
Can it help with physical plant layout?
Yes, the determine_bank_configuration capability suggests physical layouts based on your stage and cell count requirements.
04
Does it check if my cell size is practical?
Yes, the evaluate_mixing_and_dispersion capability assesses if cell dimensions are compatible with your energy input and air distribution.
05
Do I need to provide throughput to get volume?
Yes, you provide the throughput and the required residence time to get the total required volume.
06
How do I calculate the total volume needed for my circuit?
You can use the get_total_required_volume capability by providing the mass flow rate (throughput) and the required residence time.
07
Can I determine the physical layout of my flotation cells?
Yes, the determine_bank_configuration capability suggests a physical layout based on the total cell count and the number of stages required.
08
How is the viability of the cell configuration assessed?
The evaluate_mixing_and_dispersion capability assesses if the cell volume is compatible with the mixing power and gas dispersion factor to ensure adequate turbulence.

Explore

More in Engineering

Connect Flotation Cell Sizing 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 cell count

Determine bank configuration

Evaluate mixing and dispersion

Get total required volume

What teams actually run

Initial Circuit Sizing

Cell Count Determination

Layout Design

Design Validation

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

Flotation Cell Sizing Connector

Claude Desktop

Process Engineer

Metallurgical Engineer

Mining Consultant

What can this MCP calculate for flotation circuits?

How do I use this with Claude or Cursor?

Can it help with physical plant layout?

Does it check if my cell size is practical?

Do I need to provide throughput to get volume?

How do I calculate the total volume needed for my circuit?

Can I determine the physical layout of my flotation cells?

How is the viability of the cell configuration assessed?

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