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Connect Diffusion Coefficient Calculator to your AI

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. Solve transport kinetics and solute movement in liquid media.

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

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 Diffusion Coefficient Calculator.

  1. 01

    Calculate diffusion coefficient

    This capability calculates the diffusion coefficient (D) for a specific solute in a solvent at a set temperature.

  2. 02

    Calculate diffusion time

    Use this to estimate how long it takes a solute particle to travel a specific distance.

  3. 03

    Calculate radius from diffusion

    This capability determines the hydrodynamic radius of a particle when you already know its diffusion coefficient.

  4. 04

    Get solvent properties

    This capability pulls standard viscosity and density constants for common solvents from a built-in catalog.

Real work

What teams actually run

01

Solute Characterization

Determine the hydrodynamic radius of a new solute by measuring its diffusion in a known solvent.

02

Reaction Kinetics Modeling

Estimate how quickly particles will meet and react by calculating travel times over specific distances.

03

Solvent Selection

Check the viscosity and density of various solvents to see how they will impact particle diffusion.

04

Concentration Adjustments

Apply corrections when modeling particle movement in high-concentration or crowded solutions.

One connector, every AI

Diffusion Coefficient 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.

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 Diffusion Coefficient 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

831ms average. Fast in production.

Diffusion Coefficient Calculator is checked daily against the live service.

Daily averagePeak 1060ms
Oct 3Today
Fastest day
683ms
Slowest day
1060ms
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 Diffusion Coefficient Calculator, so you can see the experience inside your AI.

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

Diffusion Coefficient Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_jNlpV72f2XKsbJ5EQZo91OWUhNaVoH9EP8i6GIb0/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 — Diffusion Coefficient Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "diffusion-coefficient-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_jNlpV72f2XKsbJ5EQZo91OWUhNaVoH9EP8i6GIb0/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 Diffusion Coefficient Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Diffusion Coefficient Calculator owners hand off.

This MCP is built for researchers and engineers working with fluid dynamics and molecular transport.

  • 01

    Chemical Engineers

    They hand off transport kinetics modeling to the AI to speed up process design.

  • 02

    Biophysicists

    They use the capability to determine particle sizes and movement in biological fluids.

  • 03

    Materials Scientists

    They rely on the MCP to calculate how solutes behave in different solvent environments.

FAQ

Questions Diffusion Coefficient Calculator owners ask.

  • 01

    What mathematical framework does this MCP use?

    The MCP uses the Stokes-Einstein relation to calculate diffusion coefficients and transport kinetics.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 03

    Does it provide solvent data?

    Yes, the get_solvent_properties capability provides access to a catalog of standard viscosity and density constants.

  • 04

    Can it calculate particle size?

    Yes, you can use the calculate_radius_from_diffusion capability to find the hydrodynamic radius if you know the diffusion coefficient.

  • 05

    Does it account for crowded solutions?

    Yes, the MCP includes concentration corrections for calculations in crowded environments.

  • 06

    How does this capability handle concentrated solutions?

    The capability applies a correction factor to the Stokes-Einstein equation when a soluteConcentration is provided, accounting for increased resistance in crowded environments.

  • 07

    Can I find viscosity values for specific solvents?

    Yes, you can use the get_solvent_properties capability to retrieve standard viscosity and density constants for common laboratory solvents.

  • 08

    What units are used for the diffusion coefficient?

    The diffusion coefficient is returned in square meters per second (m^2/s).

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