
Connect Vapor-Liquid Equilibrium Engine to your AI
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. Get precise phase equilibrium data for chemical mixtures instantly.
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.

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.
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.
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.
01-04
4 capabilities in this set.
Part of 4 available through Vapor-Liquid Equilibrium Engine.
- 01
Calculate bubble point
This capability finds the specific conditions where the first bubble of vapor forms from a liquid mixture.
- 02
Calculate dew point
Use this to determine the conditions required for the first drop of liquid to form from a vapor mixture.
- 03
Get equilibrium properties
This capability calculates K-values and phase compositions for a mixture at a set temperature and pressure.
- 04
Check azeotrope existence
This capability identifies if a specific mixture of components will form an azeotrope under given conditions.
Real work
What teams actually run
Distillation Column Design
Use the dew point and bubble point capabilities to define the operating range of a column.
Mixture Screening
Check for azeotrope existence to determine if separation by simple distillation is possible.
Phase Behavior Modeling
Calculate K-values to understand how components distribute between phases at specific pressures.
Process Optimization
Run equilibrium property checks to refine temperature and pressure settings in a process.
One connector, every AI
Vapor-Liquid Equilibrium Engine 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Vapor-Liquid Equilibrium Engine 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
886ms average. Fast in production.
Vapor-Liquid Equilibrium Engine is checked daily against the live service.
- Fastest day
- 800ms
- Slowest day
- 1176ms
- 14-day trend
- Improving-19%
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 Vapor-Liquid Equilibrium Engine, so you can see the experience inside your AI.
It does not authenticate your account with Vapor-Liquid Equilibrium Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Vapor-Liquid Equilibrium Engine Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_KdVzjWgGTyaDfmSlSFmCld8fX5RbSlFJXTg3jsOy/mcpClaude 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 — Vapor-Liquid Equilibrium Engine capabilities are ready to use.
{
"mcpServers": {
"vapor-liquid-equilibrium-engine-mcp": {
"url": "https://edge.vinkius.com/vk_preview_KdVzjWgGTyaDfmSlSFmCld8fX5RbSlFJXTg3jsOy/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 Vapor-Liquid Equilibrium Engine in Claude and other AIs
Who it's for
Built for the work Vapor-Liquid Equilibrium Engine owners hand off.
Chemical engineers and process designers use this MCP to automate repetitive thermodynamic calculations.
- 01
Process Engineer
Hands off mass and energy balance calculations to the agent for rapid verification.
- 02
Chemical Researcher
Uses the agent to quickly screen mixture behaviors and phase properties.
- 03
Distillation Designer
Delegates azeotrope checks and dew point calculations to the AI client.
FAQ
Questions Vapor-Liquid Equilibrium Engine owners ask.
- 01
What thermodynamic models does this MCP support?
The engine supports ideal models, activity models, and various Equations of State (EOS) to handle both ideal and non-ideal chemical behaviors.
- 02
How do I use this with Claude or Cursor?
You connect your client to Vinkius once, and the MCP capabilities become available as functions your agent can call during a conversation.
- 03
Can I check for azeotropes?
Yes, the check_azeotrope_existence capability allows your agent to identify if a mixture will form an azeotrope under specific conditions.
- 04
Does this work for non-ideal mixtures?
Yes, by using activity models or Equations of State, the MCP handles non-ideal chemical behaviors.
- 05
What kind of data can the agent retrieve?
Your agent can get bubble points, dew points, K-values, phase compositions, and azeotrope information.
- 06
What thermodynamic models are supported?
The engine supports Ideal models, Activity models (like NRTL), and Equations of State (EOS) for non-ideal behavior.
- 07
How do I check if a mixture will form an azeotrope?
You can use the check_azeotrope_existence capability to identify if specific components can form an azeotrope under given conditions.
- 08
Can I calculate the bubble point of a mixture?
Yes, the calculate_bubble_point capability determines the temperature or pressure required for the first bubble of vapor to form from a liquid mixture.
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Connect Vapor-Liquid Equilibrium Engine to Claude, Cursor, ChatGPT & more
