# Wine Brettanomyces Growth Model AI Agent Connect

> Predictive modeling for Brettanomyces yeast growth and volatile phenol production in wine.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_dy1gTgr4vvCPYqWCqWdZFMKF50yFAClqKkL0Csxq/ai-agent-connect
- **Tags:** yeast, wine, biology, prediction, chemistry

## Description

This MCP server provides a predictive engine for winemakers to simulate the growth of Brettanomyces yeast and the subsequent production of volatile phenols like 4-EP and 4-EG. By analyzing environmental factors such as pH, alcohol, and free SO2, users can utilize `simulate_population_growth` to forecast yeast expansion. The engine also allows for estimating byproduct concentrations via `predict_phenol_production`, checking sensory limits with `check_sensory_threshold`, and determining the critical `calculate_intervention_window` to prevent wine spoilage.

## Tools

### calculate_intervention_window
Identifies the optimal time to intervene before spoilage becomes irreversible

### check_sensory_threshold
Determines if and when the produced phenols will become detectable by human senses

### predict_phenol_production
Estimates the concentration of 4-EP and 4-EG produced as a byproduct of yeast activity

### simulate_population_growth
Predicts how the Brettanomyces population will expand over a specific timeframe

## Prompt Examples

**Prompt:** 
```
Predict the yeast growth for 30 days with an initial population of 100, 20g/L sugar, 25°C, 12% alcohol, pH 3.5, and 30mg/L SO2.
```

**Response:** 
```
The simulated population reaches a stable density of 1500 cells/mL after 22 days, with minimal phenol production detected within this timeframe.
```

**Prompt:** 
```
Will the phenol levels exceed a 4-EP threshold of 0.05 if the current growth trajectory is provided?
```

**Response:** 
```
No, the predicted 4-EP concentration is 0.03, which remains below the sensory threshold.
```

**Prompt:** 
```
How much time do I have to act before the wine is spoiled based on these growth and phenol data?
```

**Response:** 
```
You have 12 days remaining before the sensory threshold for 4-EP is exceeded. The risk level is currently moderate.
```

## Frequently Asked Questions

**How can I predict if my wine will develop off-flavors?**
You can use `simulate_population_growth` to model yeast expansion and then use `predict_phenol_production` to estimate the concentration of volatile phenols that cause off-flavors.

**What factors influence the yeast growth simulation?**
The simulation accounts for initial population, residual sugar, temperature, alcohol, pH, and free SO2 levels.

**How do I know when to intervene to prevent spoilage?**
Use the `calculate_intervention_window` tool to identify the remaining time before sensory thresholds are exceeded.