What is the purpose of this MCP?

This MCP allows your AI client to perform Monte Carlo simulations specifically for mining project risk and NPV analysis.

How does it help with NPV uncertainty?

It uses probabilistic modeling to create a distribution of NPV outcomes, providing P10, P50, and P90 confidence levels.

Can I check my correlation assumptions?

Yes, the validate_correlation_matrix capability checks if your proposed correlations are mathematically consistent.

Which AI clients can use this?

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

How do I find the biggest project risks?

You can use the calculate_sensitivity_index capability to see which input variables have the most impact on NPV variance.

What is a Monte Carlo simulation in this context?

It is a technique that repeatedly samples values from probability distributions for uncertain input parameters to generate a range of possible NPV outcomes.

How do I know which parameters impact my project most?

You can use the calculate_sensitivity_index capability to identify which input variables have the greatest impact on the variance of the NPV.

Can I model dependencies between variables?

Yes, you can provide correlations between parameters. Use validate_correlation_matrix first to ensure your proposed correlations are mathematically valid.

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Connect Mining Project Risk Analysis 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. Quantify financial uncertainty and NPV outcomes through probabilistic modeling.

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 Mining Risk Analysis.

01
Get parameter summary
This capability provides a descriptive statistical overview of your input parameters. It helps your agent understand the mean and standard deviation of the variables you are modeling.
02
Run monte carlo simulation
This is the core simulation engine. It runs the iterations needed to determine the full distribution of project outcomes.
03
Validate correlation matrix
This capability checks if your proposed correlations between parameters are mathematically consistent and valid before you run a simulation.
04
Calculate sensitivity index
This capability identifies which specific input variables have the largest impact on the variance of your NPV.

Real work

What teams actually run

Pre-Feasibility Risk Assessment

Model early-stage project assumptions to see the range of potential NPV outcomes.

Sensitivity Testing

Determine if metal price volatility or ore grade uncertainty is the bigger threat to your margin.

Investment Decision Support

Use P90 values to provide conservative estimates for capital allocation decisions.

Model Validation

Check that your input correlations won't break the simulation engine.

One connector, every AI

Mining Risk Analysis 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 Mining Risk Analysis 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

914ms average. Fast in production.

Mining Risk Analysis is checked daily against the live service.

Daily averagePeak 1019ms

Oct 3Today

Fastest day: 707ms
Slowest day: 1019ms
14-day trend: Improving-7%

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 Mining Risk Analysis, so you can see the experience inside your AI.

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

Mining Risk Analysis Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_VlIrOPUWXdaE16SuH555kaTezIgYK3j8h1bIXIuH/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 — Mining Risk Analysis capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "mining-project-risk-analysis-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_VlIrOPUWXdaE16SuH555kaTezIgYK3j8h1bIXIuH/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 Mining Risk Analysis in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Mining Risk Analysis owners hand off.

This MCP is built for professionals managing the financial uncertainty of large-scale mining assets.

01
Mining Financial Analysts
They hand off complex parameter sets to the AI to generate rapid risk distributions.
02
Project Engineers
They use the capability to see how technical variable changes impact the bottom line.
03
Risk Managers
They rely on the P-value outputs to quantify the probability of project loss.

FAQ

Questions Mining Risk Analysis owners ask.

01
What is the purpose of this MCP?
This MCP allows your AI client to perform Monte Carlo simulations specifically for mining project risk and NPV analysis.
02
How does it help with NPV uncertainty?
It uses probabilistic modeling to create a distribution of NPV outcomes, providing P10, P50, and P90 confidence levels.
03
Can I check my correlation assumptions?
Yes, the validate_correlation_matrix capability checks if your proposed correlations are mathematically consistent.
04
Which AI clients can use this?
You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
05
How do I find the biggest project risks?
You can use the calculate_sensitivity_index capability to see which input variables have the most impact on NPV variance.
06
What is a Monte Carlo simulation in this context?
It is a technique that repeatedly samples values from probability distributions for uncertain input parameters to generate a range of possible NPV outcomes.
07
How do I know which parameters impact my project most?
You can use the calculate_sensitivity_index capability to identify which input variables have the greatest impact on the variance of the NPV.
08
Can I model dependencies between variables?
Yes, you can provide correlations between parameters. Use validate_correlation_matrix first to ensure your proposed correlations are mathematically valid.

Explore

More in Finance

Connect Mining Risk Analysis 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

Get parameter summary

Run monte carlo simulation

Validate correlation matrix

Calculate sensitivity index

What teams actually run

Pre-Feasibility Risk Assessment

Sensitivity Testing

Investment Decision Support

Model Validation

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

Mining Risk Analysis Connector

Claude Desktop

Mining Financial Analysts

Project Engineers

Risk Managers

What is the purpose of this MCP?

How does it help with NPV uncertainty?

Can I check my correlation assumptions?

Which AI clients can use this?

How do I find the biggest project risks?

What is a Monte Carlo simulation in this context?

How do I know which parameters impact my project most?

Can I model dependencies between variables?

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