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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Bacterial Growth Kinetics with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Models bacterial growth curves and extracts physiological parameters from OD measurements.

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 Bacterial Growth Kinetics capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Bacterial Growth Kinetics.

  1. 01

    Get growth parameters

    Extracts key physiological constants from a set of OD measurements

  2. 02

    Predict future growth

    Estimates the future state of a culture based on current growth trends

  3. 03

    Simulate substrate limitation

    Models how changing nutrient availability affects the growth curve

  4. 04

    Validate growth data

    Checks the quality and integrity of raw experimental data

Observed, not estimated

855ms average. Fast in production.

Bacterial Growth Kinetics is checked daily against the live service.

Daily averagePeak 1322ms
Aug 29Today
Fastest day
819ms
Slowest day
1322ms
14-day trend
Improving-38%

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

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

Bacterial Growth Kinetics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_gMhl1uS8WaOGPkv9gFXNmXVPy3J2fn5fjFKIPui2/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 — Bacterial Growth Kinetics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "bacterial-growth-kinetics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_gMhl1uS8WaOGPkv9gFXNmXVPy3J2fn5fjFKIPui2/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 Bacterial Growth Kinetics owners ask.

  • 01

    What kind of data is required for analysis?

    You need an array of measurements containing timestamps and optical density (OD) values. You can use validate_growth_data to check if your dataset is suitable for kinetic modeling.

  • 02

    How can I predict when a culture will reach stationary phase?

    First, use get_growth_parameters to establish the current growth state. Then, use predict_future_growth with a target timestamp to estimate the future OD and phase.

  • 03

    Can I simulate the effect of nutrient depletion?

    Yes, the simulate_substrate_limitation capability allows you to model how reducing the substrate concentration factor affects the maximum OD and growth rate.

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