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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
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Use Fermentation Kinetics with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Models fermentation process kinetics to determine growth and production rates.

Included with plan

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

Complete set · 4 capabilities

The complete Fermentation Kinetics capability set.

These are the exact actions your AI can choose when you ask it to work with Fermentation Kinetics.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Fermentation Kinetics.

  1. 01

    Analyze inhibition impact

    Quantifies how much current substrate concentration slows down the growth rate

  2. 02

    Calculate growth metrics

    Calculates specific growth rate, growth model type, and substrate consumption rate from biomass and substrate data

  3. 03

    Calculate yield coefficients

    Determines efficiency of substrate conversion to biomass and product

  4. 04

    Predict future concentrations

    Estimates future levels of substrate, biomass, and product using current kinetic parameters

Observed, not estimated

858ms average. Fast in production.

Fermentation Kinetics is checked daily against the live service.

Daily averagePeak 1453ms
Aug 29Today
Fastest day
763ms
Slowest day
1453ms
14-day trend
Improving-44%

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 Fermentation Kinetics, so you can see the experience inside your AI.

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

Fermentation Kinetics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_qthUKfLSuTK5xYzjFAZumAPL3W5h48sndbWp1WfW/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 — Fermentation Kinetics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "fermentation-kinetics-model-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_qthUKfLSuTK5xYzjFAZumAPL3W5h48sndbWp1WfW/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

FAQ

Questions Fermentation Kinetics owners ask.

  • 01

    How can I calculate the growth rate of my culture?

    You can use the calculate_growth_metrics capability by providing arrays of time and concentration for both biomass and substrate.

  • 02

    Can this model predict future substrate levels?

    Yes, the predict_future_concentrations capability uses current kinetic parameters to estimate future levels of substrate, biomass, and product.

  • 03

    How does the model handle substrate inhibition?

    The analyze_inhibition_impact capability quantifies how much the current substrate concentration is slowing down the growth rate.

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