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Use Thermodynamics Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Derive macroscopic thermodynamic properties from microscopic partition functions.

Included with plan

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete Thermodynamics Engine capability set.

These are the exact actions your AI can choose when you ask it to work with Thermodynamics Engine.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Thermodynamics Engine.

  1. 01

    Calculate enthalpy and gibbs

    Calculates Enthalpy and Gibbs Free Energy, which are critical for understanding energy flow and spontaneity

  2. 02

    Calculate fundamental properties

    Calculates the most basic thermodynamic state functions (Internal Energy and Entropy) from a given partition function and temperature

  3. 03

    Calculate heat capacity

    Determines the heat capacity of the system to understand how its temperature responds to heat input

  4. 04

    Get thermodynamic summary

    Provides a complete snapshot of all calculated thermodynamic properties for a single state

Observed, not estimated

793ms average. Fast in production.

Thermodynamics Engine is checked daily against the live service.

Daily averagePeak 921ms
Sep 1Today
Fastest day
793ms
Slowest day
921ms
14-day trend
Improving-14%

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 Thermodynamics Engine, so you can see the experience inside your AI.

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

Thermodynamics Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_xmWWnAItjbawsrXs4oJFK0lRwIvY8GGcnBAGF6xy/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 — Thermodynamics Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "thermodynamics-statistical-calculations-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_xmWWnAItjbawsrXs4oJFK0lRwIvY8GGcnBAGF6xy/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

FAQ

Questions Thermodynamics Engine owners ask.

  • 01

    What properties can be calculated?

    You can calculate Internal Energy, Entropy, Enthalpy, Gibbs Free Energy, and Heat Capacity using the get_thermodynamic_summary capability.

  • 02

    Does this support ideal gas calculations?

    Yes, the engine uses the ideal gas approximation to relate enthalpy and Gibbs Free Energy to the partition function.

  • 03

    What inputs are required for heat capacity?

    To use calculate_heat_capacity, you need the partition function, temperature, and both the first and second temperature derivatives of the partition function.

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