What can this MCP calculate for mining environments?

It calculates air temperature profiles, humidity levels, and physiological heat stress indices.

How does the MCP handle seasonal changes?

The get_seasonal_rock_temperature capability adjusts the base rock temperature based on the time of year.

Can I use this with Claude or Cursor?

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

What variables are used for heat stress calculations?

The capability uses local environmental conditions like temperature, humidity, and air velocity to determine the index.

Does this MCP require manual setup?

No, Vinkius hosts and manages the MCP, so you can use it with one click after connecting your client.

How does the server account for seasonal changes?

The get_seasonal_rock_temperature capability adjusts the base rock temperature using seasonal offsets to reflect surface temperature variations.

Can I predict worker safety risks?

Yes, use calculate_heat_stress_index to evaluate physiological risk levels based on temperature, humidity, and air velocity.

What inputs are needed for temperature profiling?

To use predict_air_temperature_profile, you need the rock temperature, ventilation rate, equipment heat load, and the segment length.

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Connect Thermal Environment Prediction 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. Model underground heat and worker safety risks.

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 Thermal Environment Prediction.

01
Get seasonal rock temperature
Adjusts the base rock temperature based on the current time of year.
02
Predict air temperature profile
Calculates how air temperature is distributed along a specific section of an excavation.
03
Predict humidity levels
Determines the relative humidity at a specific point within the tunnel or mine.
04
Calculate heat stress index
Evaluates the physiological risk to workers based on local environmental conditions.

Real work

What teams actually run

Ventilation Planning

Use the air temperature profile capability to see how ventilation rates affect heat distribution in a new tunnel.

Worker Safety Monitoring

Run heat stress index calculations to determine if working conditions meet safety thresholds.

Seasonal Impact Modeling

Adjust rock temperature models to account for summer or winter shifts in the environment.

Humidity Control

Predict humidity levels at specific points to manage moisture in the excavation.

One connector, every AI

Thermal Environment Prediction 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 Thermal Environment Prediction 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

899ms average. Fast in production.

Thermal Environment Prediction is checked daily against the live service.

Daily averagePeak 1266ms

Oct 3Today

Fastest day: 757ms
Slowest day: 1266ms
14-day trend: Slowing+23%

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 Thermal Environment Prediction, so you can see the experience inside your AI.

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

Thermal Environment Prediction Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_qLpX4dlz7oXNE6enykJUKmwVtLtgS2OFcZVfcfz8/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 — Thermal Environment Prediction capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "thermal-environment-prediction-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_qLpX4dlz7oXNE6enykJUKmwVtLtgS2OFcZVfcfz8/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 Thermal Environment Prediction in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Thermal Environment Prediction owners hand off.

This MCP is built for professionals managing underground environments where heat management is critical for safety.

01
Mining Engineers
They hand off ventilation and heat load data to the AI to generate thermal profiles.
02
Safety Officers
They use the heat stress index to monitor and mitigate worker health risks.
03
Ventilation Specialists
They use the capability to model how air temperature and humidity change with different flow rates.

FAQ

Questions Thermal Environment Prediction owners ask.

01
What can this MCP calculate for mining environments?
It calculates air temperature profiles, humidity levels, and physiological heat stress indices.
02
How does the MCP handle seasonal changes?
The get_seasonal_rock_temperature capability adjusts the base rock temperature based on the time of year.
03
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.
04
What variables are used for heat stress calculations?
The capability uses local environmental conditions like temperature, humidity, and air velocity to determine the index.
05
Does this MCP require manual setup?
No, Vinkius hosts and manages the MCP, so you can use it with one click after connecting your client.
06
How does the server account for seasonal changes?
The get_seasonal_rock_temperature capability adjusts the base rock temperature using seasonal offsets to reflect surface temperature variations.
07
Can I predict worker safety risks?
Yes, use calculate_heat_stress_index to evaluate physiological risk levels based on temperature, humidity, and air velocity.
08
What inputs are needed for temperature profiling?
To use predict_air_temperature_profile, you need the rock temperature, ventilation rate, equipment heat load, and the segment length.

Explore

More in Mining

Connect Thermal Environment Prediction 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 seasonal rock temperature

Predict air temperature profile

Predict humidity levels

Calculate heat stress index

What teams actually run

Ventilation Planning

Worker Safety Monitoring

Seasonal Impact Modeling

Humidity Control

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

Thermal Environment Prediction Connector

Claude Desktop

Mining Engineers

Safety Officers

Ventilation Specialists

What can this MCP calculate for mining environments?

How does the MCP handle seasonal changes?

Can I use this with Claude or Cursor?

What variables are used for heat stress calculations?

Does this MCP require manual setup?

How does the server account for seasonal changes?

Can I predict worker safety risks?

What inputs are needed for temperature profiling?

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