
Connect Debye Huckel Theory 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. Perform precise electrolyte solution calculations through your AI client.
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 Debye-Hückel Theory.
- 01
Calculate debye length
This capability determines the distance over which electrostatic interactions remain significant within a solution.
- 02
Calculate extended activity coefficient
Use this to find the activity coefficient for specific ions using a model that incorporates physical ion size.
- 03
Calculate limiting activity coefficient
This capability calculates the activity coefficient for specific ions based on the most dilute solution approximations.
- 04
Calculate mean activity coefficient
This capability computes the average effective concentration effect for an entire electrolyte salt.
Real work
What teams actually run
Dilute Solution Research
Use the limiting law capability to quickly find activity coefficients in very low concentration samples.
Electrostatic Interaction Mapping
Calculate the Debye length to determine how far electrostatic forces reach in a specific electrolyte.
Advanced Electrolyte Modeling
Apply the extended model when ion size becomes a factor in your concentration calculations.
Salt Characterization
Compute the mean activity coefficient to understand the overall concentration effect of a salt.
One connector, every AI
Debye-Hückel Theory 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 Debye-Hückel Theory 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
896ms average. Fast in production.
Debye-Hückel Theory is checked daily against the live service.
- Fastest day
- 730ms
- Slowest day
- 993ms
- 14-day trend
- Stable+2%
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 Debye-Hückel Theory, so you can see the experience inside your AI.
It does not authenticate your account with Debye-Hückel Theory. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Debye-Hückel Theory Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_XkB1yINaiDgVJpIs97UJRFwb0PFTG7QwBpqCgPwQ/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 — Debye-Hückel Theory capabilities are ready to use.
{
"mcpServers": {
"debye-huckel-theory-calculator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_XkB1yINaiDgVJpIs97UJRFwb0PFTG7QwBpqCgPwQ/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 Debye-Hückel Theory in Claude and other AIs
Who it's for
Built for the work Debye-Hückel Theory owners hand off.
This MCP is built for professionals working in physical chemistry and thermodynamics who need to automate electrolyte modeling.
- 01
Physical Chemists
They hand off concentration and temperature data to the AI to get rapid thermodynamic coefficients.
- 02
Chemical Engineers
They use the capability to model ionic behavior in industrial electrolyte solutions.
- 03
Research Scientists
They use the Debye length calculations to understand electrostatic interactions in new solutions.
FAQ
Questions Debye-Hückel Theory owners ask.
- 01
What AI clients can I use with this MCP?
You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 02
Does this MCP account for ion size?
Yes, the calculate_extended_activity_coefficient capability specifically uses a model that accounts for physical ion size.
- 03
Can I calculate the Debye length?
Yes, the calculate_debye_length capability determines the distance of significant electrostatic interactions in a solution.
- 04
How do I use this with my existing research capabilities?
Once you connect the MCP through Vinkius, your AI agent can call these capabilities directly during your research sessions.
- 05
What is the difference between the limiting law and the extended model in this MCP?
The limiting law capability is for the most dilute approximations, while the extended model capability accounts for the physical size of the ions.
- 06
What is the difference between the limiting law and the extended model?
The limiting law assumes ions are point charges and is best for very dilute solutions. The extended model uses calculate_extended_activity_coefficient to account for the physical size of ions, making it more accurate for moderate concentrations.
- 07
How do I calculate the Debye length?
You can use the calculate_debye_length capability by providing the ionic strength and the absolute temperature in Kelvin.
- 08
Can I calculate the mean activity coefficient for a salt?
Yes, use the calculate_mean_activity_coefficient capability. You will need the ionic strength, the product of the ion charges, the sum of the ion radii, and the temperature.
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Connect Debye-Hückel Theory to Claude, Cursor, ChatGPT & more
