# Wine Blending Optimization AI Agent Connect

> Calculate ideal wine proportions to meet chemical targets and budget constraints.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_45fPMj69cgcFwWtubaKKK8290S7CaBLTHtuy6izZ/ai-agent-connect
- **Tags:** wine, blending, optimization, chemistry, linear-programming

## Description

This MCP server provides advanced mathematical optimization for wine blending. It allows AI agents to calculate the precise proportions of component wines needed to hit specific chemical targets--such as alcohol, pH, and tannins--while strictly adhering to volume and budget constraints. Using tools like `find_optimal_blend` and `simulate_blend_quality`, you can determine the most cost-effective mixtures or verify the chemical profile of a proposed blend before production.

## Tools

### evaluate_constraint_viability
Determines if it is mathematically possible to meet a set of targets given available wines and a budget

### find_optimal_blend
, while staying under a budget.

Calculates the best proportions for a wine blend to meet chemical targets within a budget

### get_component_summary
Provides a quick overview of available component wines for selection

### simulate_blend_quality
Predicts the chemical profile of a specific, user-defined set of wine proportions

## Prompt Examples

**Prompt:** 
```
Find the best blend for 1000 liters of wine with alcohol between 13% and 14%, with a max budget of 5000.
```

**Response:** 
```
The optimal blend for 1000 liters requires 450L of Wine A and 550L of Wine B, resulting in 13.5% alcohol at a total cost of 4850.
```

**Prompt:** 
```
What will the alcohol content be if I mix 200L of Wine X (12% alcohol) and 300L of Wine Y (15% alcohol)?
```

**Response:** 
```
The resulting blend will have an alcohol content of 13.8% and a total volume of 500L.
```

**Prompt:** 
```
List all available wines that cost less than 5 per liter.
```

**Response:** 
```
The available wines under 5 per liter are: Wine_001, Wine_004, and Wine_009.
```

## Frequently Asked Questions

**How can I find the best mixture for a specific target?**
You can use the `find_optimal_blend` tool. Provide the list of available component wines, your target chemical ranges, the desired total volume, and your maximum budget.

**Can I check if my targets are even possible?**
Yes, use `evaluate_constraint_viability` to determine if a valid solution exists within your budget and chemical constraints before attempting to optimize.

**How do I see the chemical profile of a specific blend?**
Use the `simulate_blend_quality` tool by providing the component wines and the specific volumes you wish to test.