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Connect Oxygen Transfer 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. Get precise bioreactor mass transfer and power estimates instantly.

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 Oxygen Transfer Coefficient Engine.

  1. 01

    Calculate kla

    Estimates the oxygen mass transfer coefficient (kLa) using reactor physics parameters.

  2. 02

    Calculate otr

    Determines the oxygen transfer rate into the culture based on your specific conditions.

  3. 03

    Calculate power requirement

    Calculates the electrical or mechanical power needed to drive agitation in the vessel.

  4. 04

    Get reactor dimension validation

    Checks if your reactor dimensions are physically consistent and realistic.

Real work

What teams actually run

01

Reactor Scale-up

Use the agent to estimate how kLa changes when moving to a larger vessel.

02

Oxygen Supply Verification

Check if the OTR is sufficient to support your specific cell density.

03

Equipment Sizing

Determine the necessary motor power for agitation before purchasing hardware.

04

Design Feasibility

Validate that your proposed tank dimensions are physically possible.

One connector, every AI

Oxygen Transfer Coefficient Engine 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 Oxygen Transfer Coefficient Engine 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

938ms average. Fast in production.

Oxygen Transfer Coefficient Engine is checked daily against the live service.

Daily averagePeak 1081ms
Oct 3Today
Fastest day
681ms
Slowest day
1081ms
14-day trend
Improving-7%

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 Oxygen Transfer Coefficient Engine, so you can see the experience inside your AI.

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

Oxygen Transfer Coefficient Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_NtZndLC3IN1sLS8EJcjBZkGlVxLjOD9dGtz7ZPTh/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 — Oxygen Transfer Coefficient Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "oxygen-transfer-coefficient-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_NtZndLC3IN1sLS8EJcjBZkGlVxLjOD9dGtz7ZPTh/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 Oxygen Transfer Coefficient Engine in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Oxygen Transfer Coefficient Engine owners hand off.

This MCP is built for engineers working in bioprocessing and fermentation.

  • 01

    Bioprocess Engineer

    Hands off reactor parameters to the agent to get quick mass transfer estimates.

  • 02

    Fermentation Scientist

    Uses the agent to check if oxygen supply meets the needs of a specific culture.

  • 03

    Chemical Engineer

    Delegates power requirement and dimension validation to the AI client.

FAQ

Questions Oxygen Transfer Coefficient Engine owners ask.

  • 01

    What can this MCP calculate?

    It calculates the oxygen mass transfer coefficient (kLa), the oxygen transfer rate (OTR), and the power requirements for agitation.

  • 02

    Can it check my reactor design?

    Yes, it includes a capability to validate if your reactor dimensions are physically consistent.

  • 03

    Which AI clients can use this?

    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. You just connect and use it.

  • 05

    Is this for fermentation modeling?

    Yes, it is specifically designed for bioreactor engineering and bioprocess calculations.

  • 06

    How do I calculate the oxygen transfer coefficient?

    You can use the calculate_kla capability by providing the agitation speed, aeration rate, tank diameter, impeller diameter, and working volume.

  • 07

    Can I estimate power consumption for my impeller?

    Yes, the calculate_power_requirement capability estimates the electrical and mechanical power needed based on agitation speed, impeller diameter, tank diameter, liquid density, and viscosity.

  • 08

    Does the capability account for viscosity?

    Yes, both calculate_kla and calculate_power_requirement allow you to input viscosity to ensure accurate physical modeling.

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