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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Shrimp Growth Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predictive modeling for shrimp growth, feed requirements, and survival risk.

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 Shrimp Growth Engine capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Shrimp Growth Engine.

  1. 01

    Analyze pond efficiency

    Compares current growth and feed performance against theoretical species optima

  2. 02

    Calculate feed requirements

    Determines the amount of feed needed to sustain growth

  3. 03

    Estimate survival and risk

    Evaluates the likelihood of shrimp survival and potential disease impact

  4. 04

    Get growth projection

    Predicts the growth trajectory, expected harvest date, and final biomass

Observed, not estimated

753ms average. Fast in production.

Shrimp Growth Engine is checked daily against the live service.

Daily averagePeak 1059ms
Aug 26Today
Fastest day
677ms
Slowest day
1059ms
14-day trend
Slowing+6%

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 Shrimp Growth Engine, so you can see the experience inside your AI.

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

Shrimp Growth Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_YK8iZZZ0Vkods0vftJQqQIYqXWculPAfL6Hq2p1i/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 — Shrimp Growth Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "shrimp-feed-growth-modeler-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_YK8iZZZ0Vkods0vftJQqQIYqXWculPAfL6Hq2p1i/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 Shrimp Growth Engine owners ask.

  • 01

    Which shrimp species are supported?

    The model currently supports L. vannamei (Whiteleg shrimp) and P. monodon (Giant tiger prawn).

  • 02

    How accurate are the growth projections?

    Projections are based on temperature-dependent growth models and species-specific metabolic constants, providing a scientific estimate of biomass and harvest dates.

  • 03

    Can I use this to manage feed costs?

    Yes, by using calculate_feed_requirements, you can determine the exact amount of feed needed for the current biomass to optimize efficiency.

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