What AI clients can I use with this MCP?

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

How does the MCP handle reserve classification?

The capability classifies reserves into Proven or Probable categories by looking at the density of your data.

Can I use this for mass and concentration calculations?

Yes, the calculate_tonnage_and_grade capability determines both the total mass and the average concentration of the target metal.

Does the MCP check my data for errors?

Yes, the validate_data_integrity capability checks that your drilling and assay data are spatially and logically consistent.

Do I need to host the MCP myself?

No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect your client.

What interpolation methods are supported?

The server supports Kriging and Inverse Distance Weighting (IDW) through the calculate_tonnage_and_grade capability.

How are reserves classified?

Reserves are classified as Proven or Probable using the classify_reserves capability based on sampling density and geological continuity.

Can I define specific geological boundaries?

Yes, you can use define_geological_domain to set spatial boundaries to prevent grade leakage into waste zones.

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Connect Ore Reserve Estimator 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. Turn drilling and assay data into precise mineral resource estimates.

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 Ore Reserve Estimator.

01
Classify reserves
This capability assigns a confidence level to your calculated reserves. It labels them as Proven or Probable based on your specific data density.
02
Calculate tonnage and grade
Use this to find the total mass and average metal concentration within a specific area. It handles the core math for your resource estimation.
03
Define geological domain
This capability sets the spatial boundaries for your work. It tells the AI exactly where the ore estimation is allowed to happen.
04
Validate data integrity
This capability checks your drilling and assay data for consistency. It ensures everything is spatially and logically sound before you run any calculations.

Real work

What teams actually run

Resource Estimation

Calculate the total tonnage and metal concentration of a new ore body using sample data.

Data Quality Control

Verify that drilling and assay datasets are consistent before starting a modeling project.

Reserve Categorization

Assign Proven or Probable status to mineral reserves based on sampling density.

Geological Modeling

Define the spatial limits of a geological domain to constrain ore estimation.

One connector, every AI

Ore Reserve Estimator 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 Ore Reserve Estimator 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

872ms average. Fast in production.

Ore Reserve Estimator is checked daily against the live service.

Daily averagePeak 1051ms

Oct 3Today

Fastest day: 745ms
Slowest day: 1051ms
14-day trend: Slowing+5%

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 Ore Reserve Estimator, so you can see the experience inside your AI.

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

Ore Reserve Estimator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_YDroIwxEhL2JMKMci5MNWY2b65E8fp1L4YCC12Tc/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 — Ore Reserve Estimator capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "ore-reserve-estimator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_YDroIwxEhL2JMKMci5MNWY2b65E8fp1L4YCC12Tc/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 Ore Reserve Estimator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Ore Reserve Estimator owners hand off.

This MCP is built for professionals working in mining and geological modeling who need to automate resource estimation workflows.

01
Geologists
Hand off raw drilling and assay data to the AI to generate rapid tonnage and grade estimates.
02
Resource Estimators
Use the capability to classify reserves and define geological domains for complex models.
03
Mining Engineers
Leverage the calculated mass and grade data to inform mine planning and feasibility studies.

FAQ

Questions Ore Reserve Estimator owners ask.

01
What AI clients can I use with this MCP?
You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.
02
How does the MCP handle reserve classification?
The capability classifies reserves into Proven or Probable categories by looking at the density of your data.
03
Can I use this for mass and concentration calculations?
Yes, the calculate_tonnage_and_grade capability determines both the total mass and the average concentration of the target metal.
04
Does the MCP check my data for errors?
Yes, the validate_data_integrity capability checks that your drilling and assay data are spatially and logically consistent.
05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect your client.
06
What interpolation methods are supported?
The server supports Kriging and Inverse Distance Weighting (IDW) through the calculate_tonnage_and_grade capability.
07
How are reserves classified?
Reserves are classified as Proven or Probable using the classify_reserves capability based on sampling density and geological continuity.
08
Can I define specific geological boundaries?
Yes, you can use define_geological_domain to set spatial boundaries to prevent grade leakage into waste zones.

Explore

More in Data Analysis

Connect Ore Reserve Estimator 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

Classify reserves

Calculate tonnage and grade

Define geological domain

Validate data integrity

What teams actually run

Resource Estimation

Data Quality Control

Reserve Categorization

Geological Modeling

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

Ore Reserve Estimator Connector

Claude Desktop

Geologists

Resource Estimators

Mining Engineers

What AI clients can I use with this MCP?

How does the MCP handle reserve classification?

Can I use this for mass and concentration calculations?

Does the MCP check my data for errors?

Do I need to host the MCP myself?

What interpolation methods are supported?

How are reserves classified?

Can I define specific geological boundaries?

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