# Wine Reductive Compound Formation AI Agent Connect

> Predictive modeling for reductive sulfur compound formation in wine.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_EtHMTOz40iyW6oQOki0hnIUaeQ0FaRWa3NTulSjx/ai-agent-connect
- **Tags:** wine, chemistry, prediction, viticulture, sulfur

## Description

This MCP server provides predictive modeling for assessing the risk of reductive sulfur compound formation during wine maturation. It uses sulfur compound formation kinetics to calculate predicted H2S, mercaptan, and disulfide levels. By analyzing yeast lees contact time, oxidation-reduction potential, copper residues, and nutrient status, the server can determine sensory threshold exceedance risks. Use `get_sulfur_prediction` to model concentrations, `assess_sensory_risk` to evaluate detection limits, `calculate_remediation_window` for actionable timing, and `get_autolysis_impact` to estimate yeast cell breakdown contributions.

## Tools

### calculate_remediation_window
Provides actionable timing for corrective cellar operations

### get_autolysis_impact
Estimates the contribution of yeast cell breakdown to the total sulfur precursor pool

### get_sulfur_prediction
Predicts the concentration of specific reductive compounds based on current wine conditions

### assess_sensory_risk
Determines if the predicted sulfur concentrations will exceed human detection limits

## Prompt Examples

**Prompt:** 
```
Predict the sulfur compounds for a wine with 30 days of lees contact, an ORP of -150mV, 50ppb copper, and a nutrient score of 0.8.
```

**Response:** 
```
The predicted concentrations are H2S: 12ppb, Mercaptan: 5ppb, and Disulfide: 8ppb.
```

**Prompt:** 
```
Is there a sensory risk for a wine with the following prediction: {"h2sConcentration": 45, "mercaptanConcentration": 10, "disulfideConcentration": 5}?
```

**Response:** 
```
The risk level is High, with a high probability of threshold exceedance for H2S.
```

**Prompt:** 
```
What is the impact of autolysis for 45 days of lees contact and a nutrient score of 0.4?
```

**Response:** 
```
The current precursor load is 25ppb with a precursor release rate of 0.5ppb per day.
```

## Frequently Asked Questions

**How do I predict sulfur levels in my wine?**
You can use the `get_sulfur_prediction` tool by providing the yeast lees contact time, ORP, copper residue level, and nutrient status score.

**Can this tool help with cellar management?**
Yes, by using `calculate_remediation_window`, you can receive actionable timing for corrective cellar operations based on predicted risks.

**What factors influence the sulfur prediction?**
The prediction accounts for yeast lees contact time, oxidation-reduction potential, copper residues, and nutrient status, including the impact of autolysis.