What kind of models can this MCP select?

It selects between Equation of State (EoS) and Activity Coefficient models based on your system's properties.

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 it provide interaction parameters?

Yes, the get_binary_interaction_parameters capability retrieves the constants needed for your model.

How does it handle azeotropes?

The identify_azeotropic_behavior capability predicts if a mixture will show azeotropic points under your specified conditions.

Is there a way to check if my model is actually valid?

Yes, the validate_model_suitability capability performs a check to see if the model meets the physical constraints of your environment.

How do I choose between an EoS and an Activity Coefficient model?

You can use the select_thermodynamic_model capability. It evaluates the components and pressure/temperature ranges to recommend the best framework, such as Peng-Robinson for high pressure or NRTL for polar mixtures.

Can this capability predict if a mixture will form an azeotrope?

Yes, the identify_azeotropic_behavior capability allows you to check for azeotropic points at specific temperatures and pressures using your selected model.

Where can I find the interaction parameters for my model?

The get_binary_interaction_parameters capability retrieves the required constants for your specific model and component list directly.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Thermodynamic Model Selector 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. Pick the right mathematical framework for your chemical systems.

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 Thermodynamic Model Selector.

01
Get binary interaction parameters
This capability pulls the specific interaction constants required for your selected thermodynamic model.
02
Identify azeotropic behavior
Use this to predict if a mixture will show azeotropic points under your defined conditions.
03
Select thermodynamic model
This capability decides whether an Equation of State or Activity Coefficient model is the best fit for your chemical system.
04
Validate model suitability
This capability checks if your chosen model meets the necessary physical constraints for your specific environment.

Real work

What teams actually run

Process Design

Selecting the right model for a new hydrocarbon separation unit.

Phase Equilibrium Analysis

Predicting if a specific mixture will form an azeotrope at a given temperature.

Model Verification

Checking if a chosen model remains valid under high-pressure conditions.

Parameter Integration

Getting the necessary constants to feed into a larger simulation engine.

One connector, every AI

Thermodynamic Model Selector 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 Thermodynamic Model Selector 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

905ms average. Fast in production.

Thermodynamic Model Selector is checked daily against the live service.

Daily averagePeak 1077ms

Oct 3Today

Fastest day: 714ms
Slowest day: 1077ms
14-day trend: Improving-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 Thermodynamic Model Selector, so you can see the experience inside your AI.

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

Thermodynamic Model Selector Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_m5h4pD7m0KvouKzTB0XHrcvnapTuB7bZYpjfaIBF/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 — Thermodynamic Model Selector capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "thermodynamic-model-selector-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_m5h4pD7m0KvouKzTB0XHrcvnapTuB7bZYpjfaIBF/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 Thermodynamic Model Selector in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Thermodynamic Model Selector owners hand off.

This MCP is built for professionals working in chemical process design and simulation.

01
Chemical Engineers
They use the AI to quickly vet thermodynamic frameworks for new process designs.
02
Process Simulation Specialists
They hand off the task of parameter retrieval and model validation to their agent.
03
Research Scientists
They use the capability to predict phase behavior like azeotropes in experimental mixtures.

FAQ

Questions Thermodynamic Model Selector owners ask.

01
What kind of models can this MCP select?
It selects between Equation of State (EoS) and Activity Coefficient models based on your system's properties.
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 it provide interaction parameters?
Yes, the get_binary_interaction_parameters capability retrieves the constants needed for your model.
04
How does it handle azeotropes?
The identify_azeotropic_behavior capability predicts if a mixture will show azeotropic points under your specified conditions.
05
Is there a way to check if my model is actually valid?
Yes, the validate_model_suitability capability performs a check to see if the model meets the physical constraints of your environment.
06
How do I choose between an EoS and an Activity Coefficient model?
You can use the select_thermodynamic_model capability. It evaluates the components and pressure/temperature ranges to recommend the best framework, such as Peng-Robinson for high pressure or NRTL for polar mixtures.
07
Can this capability predict if a mixture will form an azeotrope?
Yes, the identify_azeotropic_behavior capability allows you to check for azeotropic points at specific temperatures and pressures using your selected model.
08
Where can I find the interaction parameters for my model?
The get_binary_interaction_parameters capability retrieves the required constants for your specific model and component list directly.

Explore

More in Engineering

Connect Thermodynamic Model Selector 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 binary interaction parameters

Identify azeotropic behavior

Select thermodynamic model

Validate model suitability

What teams actually run

Process Design

Phase Equilibrium Analysis

Model Verification

Parameter Integration

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

Thermodynamic Model Selector Connector

Claude Desktop

Chemical Engineers

Process Simulation Specialists

Research Scientists

What kind of models can this MCP select?

Can I use this with Claude or Cursor?

Does it provide interaction parameters?

How does it handle azeotropes?

Is there a way to check if my model is actually valid?

How do I choose between an EoS and an Activity Coefficient model?

Can this capability predict if a mixture will form an azeotrope?

Where can I find the interaction parameters for my model?

Process Simulation Setup AI Connector

Azeotrope Prediction Engine AI Connector

Vapor-Liquid Equilibrium Engine AI Connector

Urea Plant Design Engineer AI Connector

Suggestions

Modelbit (ML Model Deployments) AI Connector

AI Model Selection ROI Engine AI Connector

Carbon Footprint Calculator for Chemical Processes AI Connector

Crystallizer Design Engine AI Connector