What can this MCP calculate for SAG mills?

It calculates specific energy requirements, predicts mill throughput and power draw, evaluates pebble circuit impacts, and simulates sizing sensitivity.

Which AI clients can use this SAG Mill 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 pebble crushing analysis?

Yes, the evaluate_pebble_circuit capability specifically adjusts throughput and energy efficiency based on pebble crushing circuit parameters.

How does it handle ore characteristics?

The MCP uses capabilities like calculate_specific_energy to turn ore competency and BWI data into theoretical energy requirements.

How do I calculate the energy needed for a specific ore?

You can use the calculate_specific_energy capability by providing the ore competency, Bond Work Index, and the target product size.

Can I account for pebble crushing in my throughput predictions?

Yes, the evaluate_pebble_circuit capability allows you to adjust throughput and energy efficiency based on pebble recycle ratios and crushing efficiency.

How does mill size affect my power draw?

The predict_mill_performance capability uses the mill diameter and length to estimate the total power draw and expected throughput.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Sag Mill Specific Energy Calculator to your AI

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 comminution and mill performance predictions.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

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 SAG Mill Specific Energy.

01
Calculate specific energy
This capability determines the theoretical energy required per tonne to reach a specific product size.
02
Evaluate pebble circuit
Use this to adjust throughput and energy efficiency based on the presence of a pebble crushing circuit.
03
Predict mill performance
This capability estimates total power draw and expected throughput for a specific mill configuration.
04
Simulate sizing impact
This capability analyzes how changing the target product size affects the capacity of the entire circuit.

Real work

What teams actually run

Mill Sizing

Run simulations to see how different target product sizes change the capacity of your grinding circuit.

Circuit Optimization

Evaluate how adding or adjusting a pebble crushing circuit affects your throughput.

Ore Characterization

Convert ore competency and BWI values into specific energy requirements.

Power Management

Predict the power draw for a specific mill configuration to manage energy constraints.

One connector, every AI

SAG Mill Specific Energy 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 SAG Mill Specific Energy 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

895ms average. Fast in production.

SAG Mill Specific Energy is checked daily against the live service.

Daily averagePeak 1197ms

Oct 3Today

Fastest day: 760ms
Slowest day: 1197ms
14-day trend: Slowing+54%

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 SAG Mill Specific Energy, so you can see the experience inside your AI.

It does not authenticate your account with SAG Mill Specific Energy. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

SAG Mill Specific Energy Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_bSthMn1trMeHKWebkJzzibhw43Oxp4IPKHodDnEH/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 — SAG Mill Specific Energy capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "sag-mill-specific-energy-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_bSthMn1trMeHKWebkJzzibhw43Oxp4IPKHodDnEH/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 SAG Mill Specific Energy in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work SAG Mill Specific Energy owners hand off.

This MCP is built for mineral processing professionals who need to integrate grinding circuit math into their AI-driven workflows.

01
Metallurgical Engineers
They hand off ore characteristic data to the AI to get rapid energy and throughput estimates.
02
Process Engineers
They use the capability to model the impact of circuit changes like pebble crushing.
03
Mining Consultants
They run sizing impact simulations to advise on mill capacity and design.

FAQ

Questions SAG Mill Specific Energy owners ask.

01
What can this MCP calculate for SAG mills?
It calculates specific energy requirements, predicts mill throughput and power draw, evaluates pebble circuit impacts, and simulates sizing sensitivity.
02
Which AI clients can use this SAG Mill 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 pebble crushing analysis?
Yes, the evaluate_pebble_circuit capability specifically adjusts throughput and energy efficiency based on pebble crushing circuit parameters.
05
How does it handle ore characteristics?
The MCP uses capabilities like calculate_specific_energy to turn ore competency and BWI data into theoretical energy requirements.
06
How do I calculate the energy needed for a specific ore?
You can use the calculate_specific_energy capability by providing the ore competency, Bond Work Index, and the target product size.
07
Can I account for pebble crushing in my throughput predictions?
Yes, the evaluate_pebble_circuit capability allows you to adjust throughput and energy efficiency based on pebble recycle ratios and crushing efficiency.
08
How does mill size affect my power draw?
The predict_mill_performance capability uses the mill diameter and length to estimate the total power draw and expected throughput.

Explore

More in Engineering

Connect SAG Mill Specific Energy 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 specific energy

Evaluate pebble circuit

Predict mill performance

Simulate sizing impact

What teams actually run

Mill Sizing

Circuit Optimization

Ore Characterization

Power Management

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

SAG Mill Specific Energy Connector

Claude Desktop

Metallurgical Engineers

Process Engineers

Mining Consultants

What can this MCP calculate for SAG mills?

Which AI clients can use this SAG Mill MCP?

Do I need to host the MCP myself?

Can I use this for pebble crushing analysis?

How does it handle ore characteristics?

How do I calculate the energy needed for a specific ore?

Can I account for pebble crushing in my throughput predictions?

How does mill size affect my power draw?

SAG Mill Pinion Power Calculator AI Connector

SAG Mill Sizing & Design AI Connector

Comminution Circuit Designer AI Connector

Royalty Calculation Mining AI Connector

Suggestions

EIA State Energy — U.S. Regional Energy Data AI Connector

Oats Milling Quality Calculator AI Connector

Ball Mill Sizing & Design AI Connector

Appliance Energy Calculator AI Connector