# Swine Growth Performance Model AI Agent Connect

> Predict swine growth metrics, production costs, and optimal market weight using NRC equations.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_CzxAyaeHAtXNqAt5VzTrhI6lV4m2a9ZhBF5RZPWS/ai-agent-connect
- **Tags:** swine, livestock, nrc, growth-modeling, agtech

## Description

This MCP server provides advanced biological and economic modeling for swine production. By applying National Research Council (NRC) standards, it allows AI agents to calculate critical performance indicators such as average daily gain and feed conversion ratio using `predict_growth_metrics`. Users can estimate financial requirements with `estimate_production_costs`, identify the most profitable selling point via `find_optimal_market_weight`, and evaluate how heat stress affects development through `simulate_environmental_impact`. It is designed to optimize market timing and maximize profitability in swine operations.

## Tools

### estimate_production_costs
Calculates the financial cost associated with reaching a specific target weight

### find_optimal_market_weight
Determines the most profitable weight to sell the animal based on economic variables

### predict_growth_metrics
Calculates primary physiological performance indicators for a specific growth window

### simulate_environmental_impact
Evaluates how different thermal conditions will shift the performance timeline

## Prompt Examples

**Prompt:** 
```
Calculate the growth metrics for a 20kg barrow with a target weight of 100kg, using a high-performance genotype and a diet with 3.2 energy density and 0.8 lysine.
```

**Response:** 
```
The predicted average daily gain is 0.85 kg/day, the feed conversion ratio is 2.4, and it will take 94 days to reach the target weight.
```

**Prompt:** 
```
What is the optimal market weight for a gilt starting at 25kg, assuming a feed cost of $0.40/kg and a market price of $2.10/kg?
```

**Response:** 
```
The optimal market weight is 112 kg, with an expected profit of $145.50.
```

**Prompt:** 
```
How will an ambient temperature of 35 degrees Celsius affect the growth of a 50kg boar?
```

**Response:** 
```
The high temperature triggers thermal stress, resulting in a 15% reduction in growth speed.
```

## Frequently Asked Questions

**How does the model account for heat stress?**
The `simulate_environmental_impact` tool evaluates thermal conditions. If temperatures exceed the thermoneutral zone, the model applies a reduction factor to growth rates and increases the feed conversion ratio.

**Can I find the most profitable weight to sell my swine?**
Yes, you can use `find_optimal_market_weight` to determine the specific weight that maximizes profit by balancing weight value against feed costs and efficiency.

**What biological models are used for growth?**
The model utilizes non-linear Gompertz and Bridging growth curves based on NRC standards to accurately represent biological development.