
Connect Thermodynamics Calculator 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. Get precise thermodynamic profiles for any reaction instantly.
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.

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 Thermodynamics Calculator.
- 01
Calculate equilibrium constant
This capability determines the equilibrium constant (K) for a reaction at a specific temperature.
- 02
Get standard state data
Use this to pull standard state data for specific chemical species.
- 03
Predict phase change impact
This capability evaluates how a phase transition affects whether a reaction remains spontaneous at a target temperature.
- 04
Query reaction properties
This capability calculates the fundamental ΔH, ΔS, and ΔG values for a specific reaction at a given temperature.
Real work
What teams actually run
Reaction Spontaneity Testing
Check if a proposed chemical reaction will occur at a specific temperature before starting lab work.
Equilibrium Constant Determination
Calculate the K value to understand the extent of a reaction at different thermal states.
Phase Change Impact Assessment
Predict how a change from liquid to gas might change the spontaneity of a process.
Chemical Property Audits
Quickly pull standard state data for multiple species to build a reaction profile.
One connector, every AI
Thermodynamics Calculator 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 Thermodynamics Calculator 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
935ms average. Fast in production.
Thermodynamics Calculator is checked daily against the live service.
- Fastest day
- 719ms
- Slowest day
- 1166ms
- 14-day trend
- Improving-13%
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 Calculator, so you can see the experience inside your AI.
It does not authenticate your account with Thermodynamics Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Thermodynamics Calculator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_aetMfkaYGyVRdXNnk04tzL31e13qzoyZiX95BDDq/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 — Thermodynamics Calculator capabilities are ready to use.
{
"mcpServers": {
"thermodynamics-calculator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_aetMfkaYGyVRdXNnk04tzL31e13qzoyZiX95BDDq/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 Thermodynamics Calculator in Claude and other AIs
Who it's for
Built for the work Thermodynamics Calculator owners hand off.
This MCP is built for professionals working in chemical engineering and laboratory research who need fast, accurate thermodynamic data.
- 01
Chemical Engineers
They hand off complex reaction modeling and spontaneity checks to the AI.
- 02
Research Chemists
They use the capability to quickly look up species properties and equilibrium constants.
- 03
Materials Scientists
They rely on phase change impact predictions to understand material stability.
FAQ
Questions Thermodynamics Calculator owners ask.
- 01
What thermodynamic properties can this MCP calculate?
It calculates enthalpy changes, entropy changes, Gibbs free energy, and equilibrium constants.
- 02
Does it account for temperature changes?
Yes, all calculations including equilibrium constants and spontaneity predictions are performed at specific target temperatures.
- 03
Can I use this with Cursor or VS Code?
Yes, this MCP is compatible with any MCP-compatible client including Claude, Cursor, Windsurf, and VS Code.
- 04
How does it handle phase changes?
The MCP includes a capability specifically to predict how phase transitions affect the spontaneity of a reaction.
- 05
Do I need to provide my own chemical data?
No, the MCP includes a capability to retrieve standard state data for specific chemical species.
- 06
How do I calculate the spontaneity of a reaction?
You can use the query_reaction_properties capability. It calculates the Gibbs free energy (ΔG); if the result is less than zero, the reaction is spontaneous.
- 07
Can I account for phase transitions in my calculations?
Yes, by providing phase transition data to the query_reaction_properties capability or using predict_phase_change_impact to see how transitions affect spontaneity.
- 08
Where can I find standard state data for specific chemicals?
Use the get_standard_state_data capability by providing the chemical formula to retrieve enthalpy, entropy, and heat capacity.
Explore
More in Science
Equilibrium Constant Calculator AI Connector
Compute Kc, Kp, reaction quotients, and equilibrium concentrations.
ViewThermodynamics Statistical Calculations AI Connector
Derive macroscopic thermodynamic properties from microscopic partition functions.
ViewHeat of Reaction Calculator AI Connector
Calculate enthalpy changes using Hess's Law, formation enthalpies, and bond energies.
ViewAquarium Water Chemistry Calculator AI Connector
Calculate precise chemical dosages for freshwater aquariums.
View
Suggestions
Password Entropy Calculator AI Connector
Calculate password entropy, identify pattern risks, and verify security policy compliance.
ViewPool Chemistry Calculator AI Connector
Deterministic tool for precise swimming pool water chemistry adjustments and LSI analysis.
ViewWinemaking Chemistry Calculator AI Connector
Deterministic chemical calculator for grape juice processing and fermentation management.
ViewWine SO2 Equilibrium Calculator AI Connector
Calculate SO2 speciation and microbial stability in wine.
View
Connect Thermodynamics Calculator to Claude, Cursor, ChatGPT & more
