# Shrimp Feed & Growth Modeler AI Agent Connect

> Predictive modeling for shrimp growth, feed requirements, and survival risk.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_YK8iZZZ0Vkods0vftJQqQIYqXWculPAfL6Hq2p1i/ai-agent-connect
- **Tags:** shrimp, aquaculture, growth-modeling, fcr, biomass

## Description

This MCP server provides advanced predictive modeling for shrimp aquaculture. It connects AI agents to biological and environmental data to calculate growth trajectories, feed efficiency, and harvest timelines. Using `get_growth_projection`, agents can estimate harvest dates and final biomass. The `calculate_feed_requirements` tool determines daily feed needs, while `estimate_survival_and_risk` assesses health threats based on water parameters. Finally, `analyze_pond_efficiency` compares real-world performance against species-specific biological optima.

## Tools

### analyze_pond_efficiency
Compares current growth and feed performance against theoretical species optima

### calculate_feed_requirements
Determines the amount of feed needed to sustain growth

### estimate_survival_and_risk
Evaluates the likelihood of shrimp survival and potential disease impact

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

## Prompt Examples

**Prompt:** 
```
How many days until my L. vannamei reach 20g if I have 500kg of biomass and the water is 28°C?
```

**Response:** 
```
Based on the current parameters, it will take approximately 45 days to reach the target weight, with an estimated final biomass of 520kg.
```

**Prompt:** 
```
What is the daily feed requirement for 1000kg of P. monodon at 26°C?
```

**Response:** 
```
The daily feed requirement for 1000kg of biomass is 25.5kg, with a predicted FCR of 1.4.
```

**Prompt:** 
```
Assess the survival risk for my pond with 25°C temperature and medium management intensity.
```

**Response:** 
```
The predicted survival rate is 85% with a low disease risk score.
```

## Frequently Asked Questions

**Which shrimp species are supported?**
The model currently supports L. vannamei (Whiteleg shrimp) and P. monodon (Giant tiger prawn).

**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.

**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.