# Must Correction Calculator AI Agent Connect

> Must Correction Calculator MCP handles the heavy math for winemaking. It calculates chaptalization, acidity adjustments, and nitrogen requirements to hit your target parameters. Your AI client uses these tools to generate a logical operational plan that accounts for volume changes and regional constraints, ensuring your must is ready for fermentation.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_4mcdoKMGUDlNFeKxXMEuE9Hjcz88Bi4PPqARWNM1/ai-agent-connect
- **Tags:** enology, fermentation, brix, ph, yan, chaptalization

## Description

You can stop manually calculating stoichiometric adjustments for your grape must. This MCP gives your AI client the math it needs to handle chaptalization, acidity, and nutrient additions with precision. Instead of guessing how much sugar or acid to add to reach a specific Brix or pH, you just provide your current readings and your targets. The MCP calculates the exact mass required and accounts for how those additions change your total volume. It also helps you manage nitrogen levels to hit your target YAN. Once the math is done, you can use it to build a step-by-step operational plan. This ensures your additions follow a logical sequence and stay within regional legal limits. It turns your AI agent into a technical enology assistant that handles the chemistry so you can focus on the cellar.

## Tools

### acid_adjustment
This tool calculates the specific amount of acid you need to add to hit your target pH and Titratable Acidity levels.

### correction_schedule
This tool generates a step-by-step operational plan to ensure all your must adjustments are performed in the right order.

### nutrient_addition
This tool determines the exact amount of nitrogen source required to reach your target Yeast Assimilable Nitrogen (YAN).

### sugar_adjustment
This tool calculates the mass of sugar needed to reach a specific target Brix level.

## Prompt Examples

**Prompt:** 
```
I have 500L of must with 18 Brix. I need to reach 22 Brix in the USA. How much sugar do I need?
```

**Response:** 
```
You need to add 11.54 kg of sugar to reach 22 Brix, resulting in a final volume of 511.54 liters.
```

**Prompt:** 
```
My must has a pH of 3.6 and TA of 6.0 g/L. I want to reach pH 3.4 and TA 7.5 g/L in 1000L using tartaric acid.
```

**Response:** 
```
To reach your target, you need to add 1.45 kg of tartaric acid, resulting in a final volume of 1001.45 liters.
```

**Prompt:** 
```
The YAN is 120 mg/L and I need it to be 200 mg/L for 250L of must using DAP.
```

**Response:** 
```
You need to add 0.032 kg of DAP to reach the target YAN level.
```

## Capabilities

### Sugar Adjustments
Your agent calculates the exact sugar mass needed for chaptalization based on target Brix.

### Acidity Control
The AI calculates acid additions to hit specific pH and TA targets.

### Nitrogen Management
Your client determines the necessary nitrogen additions to reach target YAN levels.

### Operational Planning
The MCP creates a sequenced schedule for all must corrections.

### Volume Accounting
Calculations automatically factor in how additions change the total must volume.

## Use Cases

### Chaptalization
Calculate the exact sugar weight needed to increase Brix before fermentation begins.

### pH Correction
Determine how much acid to add to reach a specific pH and TA target.

### Nutrient Planning
Find the amount of DAP or other nitrogen sources needed to hit target YAN.

### Workflow Sequencing
Create a step-by-step schedule to ensure all corrections happen in the correct order.

## Benefits

- Calculations account for volume changes caused by additions.
- Operational plans follow a logical sequence for cellar work.
- Math respects regional legal constraints for adjustments.
- Directly converts target parameters into mass measurements.

## How It Works

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

1. Connect your preferred MCP-compatible client to Vinkius.
2. Provide your current must readings like Brix, pH, or YAN to your AI agent.
3. State your target parameters and the volume of your must.
4. The AI uses the MCP tools to calculate the required additions.
5. Receive the exact mass and the resulting final volume.

## Frequently Asked Questions

**How does this MCP handle volume changes?**
The calculations automatically account for the increase in total volume that occurs when you add sugar or acid to the must.

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

**Does it help with nitrogen additions?**
Yes, the nutrient_addition tool calculates the amount of nitrogen source needed to reach your target YAN.

**Will it help me plan my cellar work?**
Yes, the correction_schedule tool provides a step-by-step operational plan for all your necessary adjustments.

**Does it account for legal limits?**
The tool generates plans that account for regional legal constraints regarding must adjustments.