
Connect Viscosity Calculator 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 viscosity and activation energy data 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 Viscosity Calculator.
- 01
Analyze viscosity temperature sensitivity
This capability calculates the activation energy required for flow. It uses viscosity measurements taken at two different temperatures to find the result.
- 02
Calculate dilute suspension viscosity
This capability predicts the viscosity of a dilute suspension. It uses the particle volume fraction to determine the outcome.
- 03
Calculate electrolyte solution viscosity
This capability models the viscosity of solutions containing ions. It applies the Jones-Dole method using your provided concentration data.
- 04
Calculate pure liquid viscosity
This capability determines the viscosity of a single pure liquid. You just need to provide the specific temperature.
Real work
What teams actually run
Chemical Formulation
Predict how adding particles to a solvent will change its viscosity.
Thermal Analysis
Calculate how much energy is needed for a liquid to flow at different temperatures.
Electrolyte Research
Determine the viscosity of ionic solutions using concentration data.
Pure Substance Testing
Get quick viscosity values for pure liquids at specific thermal points.
One connector, every AI
Viscosity 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 Viscosity 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
891ms average. Fast in production.
Viscosity Calculator is checked daily against the live service.
- Fastest day
- 683ms
- Slowest day
- 1258ms
- 14-day trend
- Improving-31%
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 Viscosity Calculator, so you can see the experience inside your AI.
It does not authenticate your account with Viscosity Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Viscosity Calculator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_qIFiRxGAxhIYsSS426ITG4SYXs4rGWIPu38QGnXT/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 — Viscosity Calculator capabilities are ready to use.
{
"mcpServers": {
"viscosity-calculator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_qIFiRxGAxhIYsSS426ITG4SYXs4rGWIPu38QGnXT/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 Viscosity Calculator in Claude and other AIs
Who it's for
Built for the work Viscosity Calculator owners hand off.
This MCP is designed for professionals working in physical sciences and fluid engineering. You can hand off complex mathematical modeling tasks to your agent to save time on manual calculations.
- 01
Chemical Engineers
They use the agent to model solution behaviors and fluid properties.
- 02
Fluid Dynamics Researchers
They rely on the agent to calculate activation energy and suspension viscosity.
- 03
Laboratory Technicians
They use the agent to quickly process experimental viscosity data.
FAQ
Questions Viscosity Calculator owners ask.
- 01
What models does this MCP use for viscosity?
It uses the Einstein model for dilute suspensions and the Jones-Dole method for electrolyte solutions.
- 02
Can I calculate activation energy?
Yes, you can use the temperature sensitivity capability to find activation energy for flow using two different temperature measurements.
- 03
Which AI clients can use this MCP?
You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.
- 04
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.
- 05
Can it handle electrolyte solutions?
Yes, it includes a specific capability to calculate the viscosity of solutions containing ions based on concentration.
- 06
What models are used for viscosity calculations?
The server uses the Einstein model for dilute suspensions and the Jones-Dole model for electrolyte solutions.
- 07
What units are used for temperature?
All temperature inputs must be provided in Kelvin.
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Connect Viscosity Calculator to Claude, Cursor, ChatGPT & more
