# Bentonite Dose Optimization AI Agent Connect

> Bentonite Dose Optimization MCP helps enologists manage protein stability with mathematical precision. Your AI client uses this tool to calculate exact bentonite requirements, predict sediment volume, and verify clay compatibility based on specific instability scores and wine volumes.

## Overview
- **Category:** optimization
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_SZ54D60l97bo6HMTJPvUmhphbUq0V2QCQTECwuma/ai-agent-connect
- **Tags:** bentonite, protein-stability, wine-production, dosage-optimization, cellar-management

## Description

Managing protein stability shouldn't involve guesswork that leads to unnecessary wine loss. This MCP gives your AI client the specific math needed to handle bentonite treatments accurately. You can determine the exact amount of clay required for a specific volume using instability test results, ensuring you don't over-dose. It also helps you look ahead by predicting how much sediment will form and how much wine you'll likely lose during the process. Instead of manual calculations, your agent can check if a specific bentonite type is right for your current risk profile or decide if a batch or in-line treatment makes more sense for your setup. It turns raw instability data into actionable cellar instructions.

## Tools

### recommend_treatment_mode
This tool tells your agent whether to run a treatment as a single batch or through an in-line system.

### calculate_minimum_dose
Use this to find the lowest amount of bentonite needed to hit stability targets based on your instability scores.

### estimate_lees_impact
This tool predicts how much sediment will form and the resulting wine loss from a bentonite treatment.

### validate_bentonite_compatibility
This tool checks if a specific bentonite type fits your current instability profile and risk constraints.

## Prompt Examples

**Prompt:** 
```
How much bentonite do I need for 5000 liters of wine with an instability score of 0.8 and a low risk tolerance?
```

**Response:** 
```
The minimum required dose is 450 grams for 5000 liters of wine.
```

**Prompt:** 
```
What will be the impact of using 500 grams of bentonite in 2000 liters of wine with standard activation?
```

**Response:** 
```
The treatment will generate 12 liters of lees and an estimated wine loss of 2.5 liters.
```

**Prompt:** 
```
Is high-agitation bentonite suitable for a wine with an instability score of 0.5 and a risk tolerance of 0.2?
```

**Response:** 
```
Yes, the bentonite is compatible with the current instability profile.
```

## Capabilities

### Dose Calculation
Your agent calculates the minimum bentonite needed to achieve stability.

### Sediment Prediction
The AI estimates the volume of lees and potential wine loss before you start.

### Compatibility Checks
Your agent verifies if a specific clay type matches your wine's instability profile.

### Process Planning
The tool recommends between batch or in-line treatment modes.

## Use Cases

### Minimizing Wine Loss
Calculate the exact dose needed to prevent over-treating and losing valuable liquid.

### Cellar Planning
Predict lees volume to prepare for sediment removal after treatment.

### Clay Selection
Verify if a new bentonite type is compatible with your current wine profile.

### Operational Decisions
Decide between batch or in-line processing based on the specific treatment needs.

## Benefits

- Reduces wine loss by calculating the minimum necessary dose.
- Predicts physical sediment impact to help manage cellar space.
- Matches specific bentonite types to wine instability profiles.
- Determines the most efficient treatment mode for your setup.

## How It Works

Connect your AI client to the Vinkius-hosted MCP to start running calculations.

1. Connect your AI client to the MCP via Vinkius.
2. Provide your instability scores and wine volume to your agent.
3. The agent uses the tools to calculate doses and predict impacts.
4. Receive specific dosing and treatment instructions directly in your chat interface.

## Frequently Asked Questions

**How does this MCP help reduce wine loss?**
It uses the calculate_minimum_dose tool to find the lowest amount of bentonite required to reach stability, preventing the over-dosing that leads to excess wine loss.

**Can I use this with Claude or Cursor?**
Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.

**What kind of data do I need to provide?**
You typically need to provide the wine volume, instability scores, and your specific risk tolerance or clay type.

**Does it predict sediment volume?**
Yes, the estimate_lees_impact tool predicts the physical consequences of the treatment, including sediment volume and wine loss.

**Can it help choose between batch and in-line processing?**
Yes, the recommend_treatment_mode tool advises whether a single batch or an in-line system is better for the treatment.

**How does this tool help prevent overfining?**
The `calculate_minimum_dose` tool incorporates a risk tolerance parameter, allowing you to adjust the dosage to avoid stripping desirable proteins and flavors.

**Can I predict how much wine I will lose during treatment?**
Yes, by using the `estimate_lees_impact` tool, you can calculate the estimated wine loss resulting from the volume of lees generated by your bentonite dose.

**What is the difference between batch and in-line treatment?**
The `recommend_treatment_mode` tool advises whether to use batch treatment for smaller volumes or in-line treatment for large volumes requiring high precision.