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Connect McCabe-Thiele Method 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. Get precise stage counts and feed locations for binary separations.

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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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 McCabe-Thiele Method.

  1. 01

    Analyze feed impact

    This capability evaluates how the thermal condition of your feed changes the required number of stages and the optimal feed location.

  2. 02

    Validate equilibrium data

    Use this to check if your provided equilibrium data is mathematically sound and ready for distillation calculations.

  3. 03

    Calculate stages

    This capability determines the total number of theoretical stages needed to reach your desired product purity.

  4. 04

    Get minimum reflux

    This capability calculates the minimum reflux ratio required to achieve your specific separation goals.

Real work

What teams actually run

01

Column Design

Determine the number of theoretical stages needed for a new binary separation project.

02

Process Optimization

Analyze how changing feed temperature affects the total stage count.

03

Data Verification

Ensure your experimental equilibrium data is suitable for modeling before running calculations.

04

Reflux Analysis

Find the lowest possible reflux ratio to minimize energy consumption in a column.

One connector, every AI

McCabe-Thiele Method 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put McCabe-Thiele Method 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

956ms average. Fast in production.

McCabe-Thiele Method is checked daily against the live service.

Daily averagePeak 1120ms
Oct 3Today
Fastest day
688ms
Slowest day
1120ms
14-day trend
Stable+3%

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 McCabe-Thiele Method, so you can see the experience inside your AI.

It does not authenticate your account with McCabe-Thiele Method. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

McCabe-Thiele Method Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_S2r7XAnFYyRti2VFKgpSw6C5YOuqYCWhoKcEiSwt/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — McCabe-Thiele Method capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "mccabe-thiele-method-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_S2r7XAnFYyRti2VFKgpSw6C5YOuqYCWhoKcEiSwt/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 McCabe-Thiele Method in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work McCabe-Thiele Method owners hand off.

Chemical engineers and process designers use this MCP to automate repetitive distillation modeling tasks.

  • 01

    Process Engineer

    Hands off equilibrium data to the AI to quickly iterate on column designs.

  • 02

    Chemical Engineer

    Uses the capability to validate separation requirements and reflux ratios.

  • 03

    Distillation Specialist

    Relies on the MCP to check feed impact and stage counts for binary systems.

FAQ

Questions McCabe-Thiele Method owners ask.

  • 01

    What kind of separations can this MCP handle?

    This MCP is designed specifically for binary distillation analysis using the McCabe-Thiele method.

  • 02

    Which AI clients can I use with this MCP?

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

  • 03

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you. You just connect and use it.

  • 04

    Can the MCP check my equilibrium data?

    Yes, the validate_equilibrium_data capability checks if your data is mathematically sound and suitable for calculations.

  • 05

    How does the MCP determine the feed stage?

    It uses the feed conditions and equilibrium data to calculate the optimal feed location through its analysis capabilities.

  • 06

    What can I calculate with this capability?

    You can use calculate_stages to find the total theoretical stages and feed stage, or get_minimum_reflux to find the minimum reflux ratio for your separation.

  • 07

    How do I provide equilibrium data?

    Provide the equilibrium data as a JSON array of objects containing x and y coordinates representing the equilibrium curve.

  • 08

    Can I analyze the impact of different feed conditions?

    Yes, the analyze_feed_impact capability allows you to test a range of q-values to see how the thermal state of the feed affects the column design.

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