# Wine Residual Sugar Kinetics AI Agent Connect

> Predict fermentation completion and diagnose stuck fermentations.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_C93UIW6EdFUfS88knHWvUwKay96UAYk5Vk5gGNEx/ai-agent-connect
- **Tags:** wine, fermentation, yeast, kinetics, biology

## Description

This MCP server provides advanced kinetic modeling for wine fermentation. It allows AI agents to monitor residual sugar evolution, predict completion times, and identify the biological causes of stalled fermentations. Using tools like `predict_fermentation_trajectory` and `diagnose_stuck_fermentation`, agents can assess yeast health and recommend specific corrective actions such as nutrient addition or reinoculation to ensure successful fermentation.

## Tools

### diagnose_stuck_fermentation
Diagnoses the primary root cause of a stuck or slow fermentation

### predict_fermentation_trajectory
Predicts fermentation completion time and final residual sugar levels

### recommend_intervention
Recommends a corrective action based on a diagnosed root cause

### evaluate_fermentation_health
Evaluates if the fermentation is healthy, slow, or stuck

## Prompt Examples

**Prompt:** 
```
When will my fermentation finish?
```

**Response:** 
```
Based on the current sugar levels and yeast activity, the fermentation is expected to reach the target residual sugar in approximately 48 hours.
```

**Prompt:** 
```
Is my fermentation healthy?
```

**Response:** 
```
The fermentation is currently categorized as Healthy with a steady sugar decline rate.
```

**Prompt:** 
```
Why is my fermentation stalling?
```

**Response:** 
```
The primary cause is Nitrogen Deficiency, which is limiting the yeast's ability to process sugar.
```

## Frequently Asked Questions

**How can I predict when my fermentation will finish?**
You can use the `predict_fermentation_trajectory` tool by providing the current residual sugar, yeast count, temperature, and alcohol content.

**What should I do if my fermentation is stuck?**
First, use `diagnose_stuck_fermentation` to find the root cause, then use `recommend_intervention` to get the specific corrective action needed.

**Can this tool help with nitrogen deficiency?**
Yes, `diagnose_stuck_fermentation` can identify nitrogen deficiency as a root cause, and `recommend_intervention` will suggest nutrient addition.