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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Microbial Growth Rate Calculator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate specific growth rate, doubling time, and growth yield for microbial populations.

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 Microbial Growth Rate Calculator capability set.

These are the exact actions your AI can choose when you ask it to work with Microbial Growth Rate Calculator.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Microbial Growth Rate Calculator.

  1. 01

    Analyze growth phase

    Identify which growth phase a specific measurement point belongs to

  2. 02

    Calculate growth kinetics

    Determine fundamental growth parameters (specific growth rate and doubling time) from two measurement points

  3. 03

    Calculate growth yield

    Determine how efficiently microbes converted substrate into biomass

  4. 04

    Validate measurement consistency

    Ensure measurements are suitable for kinetic modeling by checking biological plausibility

Observed, not estimated

840ms average. Fast in production.

Microbial Growth Rate Calculator is checked daily against the live service.

Daily averagePeak 1178ms
Aug 29Today
Fastest day
766ms
Slowest day
1178ms
14-day trend
Improving-29%

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 Microbial Growth Rate Calculator, so you can see the experience inside your AI.

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

Microbial Growth Rate Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_FLCgV3mM3XoYz4JHuKhBiDInMAr0mfcCNsbkqICy/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 — Microbial Growth Rate Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "microbial-growth-rate-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_FLCgV3mM3XoYz4JHuKhBiDInMAr0mfcCNsbkqICy/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 Microbial Growth Rate Calculator owners ask.

  • 01

    How do I calculate the doubling time?

    You can use the calculate_growth_kinetics capability by providing the initial and final cell counts or optical density values along with the time interval between them.

  • 02

    Can I use Optical Density (OD) instead of cell counts?

    Yes, the capabilities are designed to work with both direct cell counts and Optical Density (OD) measurements.

  • 03

    How can I check if my growth data is reliable?

    Use the validate_measurement_consistency capability to check if your measurements are biologically plausible and suitable for kinetic modeling.

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