# Wine Glycerol Production Model AI Agent Connect

> Predicts glycerol formation and sensory impact during wine fermentation.

## Overview
- **Category:** fermentation
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_w5CpU7Jf57zXhGGOvoTIszESwT8JXvvAfHkXLGMP/ai-agent-connect
- **Tags:** wine, yeast, glycerol, fermentation, sensory

## Description

This MCP server provides tools to model glycerol production in wine fermentation. It accounts for osmotic stress from high sugar levels and nitrogen availability to predict glycerol concentration. Use `get_expected_glycerol_concentration` to calculate yields, `get_mouthfeel_contribution` to estimate viscosity, `get_sweetness_perception` to predict perceived sweetness, and `simulate_stress_impact` to analyze how environmental stressors deviate production from the baseline.

## Tools

### simulate_stress_impact
Analyzes how specific stress factors (osmotic or nutrient-based) will deviate the glycerol yield from a standard baseline

### get_expected_glycerol_concentration
Calculates the predicted concentration of glycerol at the end of fermentation

### get_mouthfeel_contribution
Estimates how much the produced glycerol will contribute to the perceived body and viscosity of the wine

### get_sweetness_perception
Predicts the perceived sweetness sensation resulting from the glycerol and remaining sugars

## Prompt Examples

**Prompt:** 
```
What is the expected glycerol concentration for a yeast strain 'Yeast-A' with 200 g/L sugar at 25 degrees Celsius and low nitrogen?
```

**Response:** 
```
The predicted glycerol concentration for Yeast-A under these conditions is 4.2 g/L.
```

**Prompt:** 
```
How much will 5 g/L of glycerol contribute to the mouthfeel if the alcohol content is 13%?
```

**Response:** 
```
The predicted mouthfeel score is 0.75, indicating a significant contribution to the wine's body.
```

**Prompt:** 
```
Predict the sweetness perception for a wine with 3 g/L glycerol and 2 g/L residual sugar.
```

**Response:** 
```
The perceived sweetness intensity score is 0.45.
```

## Frequently Asked Questions

**How does this model account for osmotic stress?**
The model uses the `get_expected_glycerol_concentration` tool to adjust predicted yields based on initial sugar levels, simulating how yeast increases glycerol to balance osmotic pressure.

**Can I predict the mouthfeel of my wine?**
Yes, by using `get_mouthfeel_contribution`, you can estimate how the predicted glycerol concentration will influence the perceived body and viscosity of the wine.

**How does nitrogen deficiency affect the results?**
Nitrogen levels are a key input. You can use `simulate_stress_impact` to see how low nitrogen availability increases glycerol yield as a physiological stress response.