What kind of math does this MCP use?

The MCP uses linear programming to optimize production schedules, cutoff grades, and NPV.

Can I use this with Claude or Cursor?

Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.

Does this MCP handle ore quality?

Yes, the validate_blending_constraints capability checks if your planned production meets material quality specifications.

How do I calculate the project value?

You can use the calculate_project_npv capability to find the total economic value of your proposed mining plan.

Do I need to host this myself?

No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.

How do I calculate the project's total value?

You can use the calculate_project_npv capability, providing the production schedule, cutoff grades, and economic parameters like metal price and discount rate.

Can I check if my ore blending meets quality targets?

Yes, the validate_blending_constraints capability checks if the planned production schedule complies with your specified target grades and allowed deviations.

What inputs are needed for the production schedule?

To use calculate_annual_production_schedule, you need the block model data, the processing capacity limit, and the mining capacity limit.

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Connect Mine Production Scheduler 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. Run complex mining optimizations through your AI client.

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 Mine Scheduling Optimization.

01
Calculate annual production schedule
This capability generates a high-level timeline of your mining and processing activities.
02
Calculate project npv
Use this to find the total economic value of a proposed mining plan.
03
Determine period cutoff grades
This capability identifies the optimal grade threshold for each period to maximize value.
04
Validate blending constraints
This capability checks if your planned production meets necessary material quality specifications.

Real work

What teams actually run

NPV Sensitivity Analysis

Ask your agent to recalculate NPV when metal prices or discount rates change.

Schedule Generation

Input your mining and processing capacities to get a high-level activity timeline.

Cutoff Grade Optimization

Find the best grade thresholds for specific periods to maximize project value.

Blending Compliance

Verify that a proposed mining plan will meet specific material quality specs.

One connector, every AI

Mine Scheduling Optimization 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 Mine Scheduling Optimization 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

878ms average. Fast in production.

Mine Scheduling Optimization is checked daily against the live service.

Daily averagePeak 1021ms

Oct 3Today

Fastest day: 719ms
Slowest day: 1021ms
14-day trend: Slowing+12%

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 Mine Scheduling Optimization, so you can see the experience inside your AI.

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

Mine Scheduling Optimization Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_QXePLg1vG8oZm0c5dUq2TQf8z9rn8HCYzIrvWhz2/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 — Mine Scheduling Optimization capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "mine-production-scheduler-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_QXePLg1vG8oZm0c5dUq2TQf8z9rn8HCYzIrvWhz2/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 Mine Scheduling Optimization in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Mine Scheduling Optimization owners hand off.

This MCP is built for professionals managing extraction and processing operations. It allows technical staff to offload mathematical optimization to an AI agent.

01
Mining Engineers
They use the MCP to run production schedules and grade optimizations.
02
Mine Planners
They use the capabilities to validate blending constraints and project timelines.
03
Economic Analysts
They use the NPV capability to evaluate the financial impact of different mining plans.

FAQ

Questions Mine Scheduling Optimization owners ask.

01
What kind of math does this MCP use?
The MCP uses linear programming to optimize production schedules, cutoff grades, and NPV.
02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.
03
Does this MCP handle ore quality?
Yes, the validate_blending_constraints capability checks if your planned production meets material quality specifications.
04
How do I calculate the project value?
You can use the calculate_project_npv capability to find the total economic value of your proposed mining plan.
05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.
06
How do I calculate the project's total value?
You can use the calculate_project_npv capability, providing the production schedule, cutoff grades, and economic parameters like metal price and discount rate.
07
Can I check if my ore blending meets quality targets?
Yes, the validate_blending_constraints capability checks if the planned production schedule complies with your specified target grades and allowed deviations.
08
What inputs are needed for the production schedule?
To use calculate_annual_production_schedule, you need the block model data, the processing capacity limit, and the mining capacity limit.

Explore

More in Engineering

Connect Mine Scheduling Optimization 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 annual production schedule

Calculate project npv

Determine period cutoff grades

Validate blending constraints

What teams actually run

NPV Sensitivity Analysis

Schedule Generation

Cutoff Grade Optimization

Blending Compliance

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

Mine Scheduling Optimization Connector

Claude Desktop

Mining Engineers

Mine Planners

Economic Analysts

What kind of math does this MCP use?

Can I use this with Claude or Cursor?

Does this MCP handle ore quality?

How do I calculate the project value?

Do I need to host this myself?

How do I calculate the project's total value?

Can I check if my ore blending meets quality targets?

What inputs are needed for the production schedule?

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