# Grass Hay Quality Predictor AI Agent Connect

> Predict nutritional profiles and dairy performance from hay maturity and harvest conditions.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_qNStMXYS5nZRStbswMjDdZ7ZHC3Dsn1Obap2a3Ru/ai-agent-connect
- **Tags:** hay, forage, nutrition, dairy, agriculture

## Description

This MCP server provides tools to estimate the nutritional profile and dairy performance potential of grass hay. By analyzing biological maturity stages and environmental factors, you can use `predict_hay_nutrients` to calculate CP, NDF, ADF, TDN, and RFV. You can also use `estimate_milk_yield` to determine milk production potential, `evaluate_harvest_risk` to assess weather-related risks, and `compare_quality_scenarios` to evaluate different harvest timing options.

## Tools

### compare_quality_scenarios
Compare two different harvest scenarios to see the impact on quality

### estimate_milk_yield
Determine how much milk can be produced from a specific quantity of hay

### evaluate_harvest_risk
Assess the risk level of a planned harvest

### predict_hay_nutrients
Calculate the baseline nutritional profile based on biological and environmental factors

## Prompt Examples

**Prompt:** 
```
What will the nutritional profile be for ryegrass in the boot stage with optimal drying?
```

**Response:** 
```
The predicted profile for ryegrass at the boot stage is 18% CP, 32% NDF, 24% ADF, 65% TDN, and an RFV of 110.
```

**Prompt:** 
```
How much milk can I expect from 10 tonnes of hay with 15% CP and 60% TDN for a highYield cow?
```

**Response:** 
```
Based on the nutrient profile, 10 tonnes of this hay will produce 2,450 litres of milk.
```

**Prompt:** 
```
Is there a high risk of harvest failure if I cut during late heading with 20mm of rain expected?
```

**Response:** 
```
Yes, the risk level is high because the late heading stage combined with 20mm of rainfall increases the likelihood of nutrient leaching and quality degradation.
```

## Frequently Asked Questions

**How accurate are the nutritional predictions?**
Predictions are based on biological maturity models and environmental impact factors like rain leaching. Use `predict_hay_nutrients` for the most accurate baseline estimates.

**Can I estimate milk production from my hay?**
Yes, by using the `estimate_milk_yield` tool with the output from the nutrient prediction tool.

**How does rain affect my hay quality?**
Rain can cause nutrient leaching. You can use `evaluate_harvest_risk` to assess how expected rainfall might impact your harvest quality.