# Wine Oxygen Ingress Modeler AI Agent Connect

> Predictive modeling for oxygen ingress through screw cap liners to assess wine stability.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_pmLwTW1gqJuU0AjgdQii5q5zbJGaUFNoKhRgsblo/ai-agent-connect
- **Tags:** wine, oxygen, enology, modeling, stability, permeation

## Description

This MCP server provides specialized tools for enologists and winemakers to model oxygen ingress through various screw cap liner types. By analyzing liner permeability and storage conditions, users can predict oxygen ingress rates and assess the risk of reductive development. The server includes tools like `calculate_ingress_rate` to determine daily oxygen entry, `assess_reductive_risk` to evaluate potential off-odors, `predict_evolution_timeline` for long-term dissolved oxygen projections, and `simulate_storage_impact` for a comprehensive end-state analysis of a bottle after storage.

## Tools

### assess_reductive_risk
Evaluates if the wine is at risk of developing reductive off-odors due to lack of oxygen

### calculate_ingress_rate
Determines how much oxygen is entering the bottle per unit of time

### predict_evolution_timeline
Projects the change in dissolved oxygen over a specific duration

### simulate_storage_impact
A high-level tool to combine all factors to determine the end-state of a bottle after a period of storage

## Prompt Examples

**Prompt:** 
```
Calculate the daily oxygen ingress for a Saranex liner with an OTR of 0.5, a surface area of 5, and a temperature of 15 degrees Celsius.
```

**Response:** 
```
The daily oxygen ingress rate for the Saranex liner under these conditions is 0.0025 mg/L per day.
```

**Prompt:** 
```
What is the risk of reductive development if the ingress rate is 0.01 and the wine's reductive capacity is 0.05 with an initial DO of 0.2?
```

**Response:** 
```
The risk level is High, with a probability score of 0.85, because the ingress rate is significantly lower than the wine's reductive capacity.
```

**Prompt:** 
```
Predict the dissolved oxygen evolution over 180 days for a bottle with 0.3 initial DO, 0.02 ingress rate, and 0.5L headspace.
```

**Response:** 
```
After 180 days, the projected total dissolved oxygen level is 0.372 mg/L.
```

## Frequently Asked Questions

**How accurate are the oxygen ingress predictions?**
Predictions are based on physical permeation models using the provided OTR specification and storage temperature. For precise results, ensure the `otrSpecification` matches the specific liner material used.

**Can I model different liner materials?**
Yes, you can use `calculate_ingress_rate` or `simulate_storage_impact` with standard liner types such as Saranex, tin/Saran, or STELVIN.

**What is the purpose of the reductive risk assessment?**
The `assess_reductive_risk` tool helps identify if a wine might develop sulfur-based off-odors due to insufficient oxygen ingress relative to its reductive capacity.