# Wine Reductive Aging Prediction AI Agent Connect

> Predict reductive sulfur compound development in bottled wine.

## Overview
- **Category:** analytics
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_aSiR1TtVlT2UIzRB4CDBGQLOf1TJfLw3y49SdVdj/ai-agent-connect
- **Tags:** wine, sulfur, aging, chemistry, cellar-management

## Description

This MCP server provides predictive analytics for wine cellar management. It estimates the development of reductive faults by modeling sulfur compound kinetics. Using tools like `get_sulfur_development_forecast` and `calculate_optimal_drinking_window`, users can predict H2S and mercaptan concentrations, identify the peak quality timeframe, and assess risk levels based on oxygen transfer rates (OTR) and storage temperatures.

## Tools

### check_sensory_threshold_status
Determines if the wine has already exceeded acceptable sensory limits for sulfur compounds

### get_sulfur_development_forecast
Predicts the concentration of specific sulfur compounds over a defined time period

### calculate_optimal_drinking_window
Identifies the timeframe when the wine is at its peak quality before reductive faults occur

### evaluate_reductive_risk_profile
Categorizes a wine's risk level regarding reductive aging to prioritize cellar management

## Prompt Examples

**Prompt:** 
```
Predict the sulfur development for a wine with OTR of 0.001, initial compounds of 0.5, at 14 degrees Celsius for 24 months.
```

**Response:** 
```
The predicted H2S concentration is 0.85 ppm and the mercaptan concentration is 0.12 ppm, with threshold exceedance expected in 30 months.
```

**Prompt:** 
```
What is the optimal drinking window for a wine with OTR 0.002, initial compounds 0.3, and storage at 12 degrees?
```

**Response:** 
```
The optimal drinking window is between month 12 and month 48.
```

**Prompt:** 
```
Is a wine with 0.5 ppm H2S and 0.2 ppm mercaptan considered faulty?
```

**Response:** 
```
No, the wine is currently within acceptable sensory limits.
```

## Frequently Asked Questions

**How does temperature affect the prediction?**
Higher storage temperatures accelerate the chemical kinetics of sulfur compound formation, increasing the risk of reductive faults.

**Can I check if my wine is already faulty?**
Yes, you can use `check_sensory_threshold_status` to determine if current H2S or mercaptan concentrations have exceeded sensory limits.

**What is the purpose of the risk profile tool?**
The `evaluate_reductive_risk_profile` tool categorizes wines into risk levels to help prioritize cellar management and temperature control.