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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Tilapia Growth Model with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predictive modeling for tilapia growth, feed efficiency, and survival based on thermal profiles.

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 Tilapia Growth Model capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Tilapia Growth Model.

  1. 01

    Evaluate efficiency metrics

    Analyzes the nutritional and economic efficiency of the feeding program

  2. 02

    Estimate survival probability

    Predicts the likelihood of the fish population surviving the growth cycle

  3. 03

    Identify thermal optimum

    Finds the most efficient temperature range for a specific feeding and density setup

  4. 04

    Predict growth trajectory

    Calculates the projected weight gain and time required to reach a target weight

Observed, not estimated

860ms average. Fast in production.

Tilapia Growth Model is checked daily against the live service.

Daily averagePeak 1000ms
Aug 27Today
Fastest day
682ms
Slowest day
1000ms
14-day trend
Slowing+33%

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 Tilapia Growth Model, so you can see the experience inside your AI.

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

Tilapia Growth Model Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_0fuxJGkPdoZnu0TRsIMk2ux8xR19NPn7VNRI4XLz/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 — Tilapia Growth Model capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "tilapia-growth-thermal-modeling-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_0fuxJGkPdoZnu0TRsIMk2ux8xR19NPn7VNRI4XLz/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 Tilapia Growth Model owners ask.

  • 01

    How does temperature affect the growth predictions?

    The model uses the Thermal Unit Growth Coefficient (TGC) to calculate how water temperature influences weight gain. Deviations from the optimal range or high fluctuations can trigger stress responses that reduce growth and survival.

  • 02

    Can I predict when my tilapia will be ready for harvest?

    Yes, by using the predict_growth_trajectory capability, you can provide initial weight, feeding rates, and a temperature profile to estimate the total days required to reach your target harvest weight.

  • 03

    How is feed efficiency measured?

    Efficiency is measured via the Feed Conversion Ratio (FCR). You can use evaluate_efficiency_metrics to analyze how effectively your feeding program converts feed into biomass relative to the thermal environment.

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