# Fermentation Batch Planner AI Agent Connect

> Fermentation Batch Planner MCP handles the math for scaling ingredient formulas, calculating brine needs, and checking if your batch will actually fit in your equipment. It turns a kitchen recipe into a production-ready plan by managing ingredient weights and total costs.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_bFo8TK8SDcA2LL3PcN9qgNeQVrxKxJZDKBVjuwle/ai-agent-connect
- **Tags:** fermentation, scaling, brine, batch-planning, food-safety

## Description

Scaling up a fermentation recipe isn't just about multiplying numbers. You have to account for brine ratios, vessel headspace, and total ingredient costs to ensure your production run is both safe and profitable. This MCP acts as a precision engine for producers who need to move from small batches to large-scale operations without the guesswork. 

Instead of manual calculations, you can ask your AI client to scale a formula to a specific target weight or determine exactly how much salt and water you need for a brine. You can also verify if your planned batch will fit in a specific container, including a safety buffer to prevent overflows. It bridges the gap between a handwritten recipe and a professional production schedule.

## Tools

### calculate_batch_scaling
This tool determines the exact weight needed for every ingredient to hit your target yield.

### plan_brine_requirements
This tool calculates the specific amount of salt and water required to make your brine.

### calculate_batch_cost
This tool calculates the total financial cost of all ingredients in your planned batch.

### validate_vessel_fit
This tool checks if your planned batch will fit inside your intended fermentation vessel.

## Prompt Examples

**Prompt:** 
```
I want to make a 10kg batch of sauerkraut. My formula is 100 parts cabbage and 2 parts salt. How much of each do I need?
```

**Response:** 
```
To reach a 10kg target yield, you will need 9.80kg of cabbage and 0.20kg of salt.
```

**Prompt:** 
```
I have 5kg of cabbage and I need a 2% salt concentration. I want 1 liter of brine. How much salt and water do I need?
```

**Response:** 
```
You need 0.1kg of salt and 0.9 liters of water to create your brine.
```

**Prompt:** 
```
Will 8kg of produce and 2 liters of brine fit in a 10 liter vessel if I want a 10% safety buffer?
```

**Response:** 
```
No, the batch will not fit. With a 10% safety buffer, your effective capacity is 9 liters, but your batch requires 10 liters.
```

## Capabilities

### Recipe Scaling
Your agent uses this to convert small-scale ingredient ratios into specific weights for large yields.

### Brine Calculation
Your AI client calculates the exact salt and water amounts needed for a specific brine volume.

### Capacity Verification
Your agent checks if the total volume of ingredients and brine fits within your equipment limits.

### Cost Aggregation
Your AI client sums up the total ingredient costs for a planned production run.

## Use Cases

### Scaling Sauerkraut
Convert a small cabbage and salt ratio into a specific weight for a 50kg production run.

### Equipment Planning
Check if a new batch of fermented vegetables will fit in your existing fermentation crocks.

### Brine Preparation
Calculate the exact salt and water needed to hit a specific brine volume and concentration.

### Budgeting
Determine the total cost of ingredients before starting a large production cycle.

## Benefits

- Eliminates manual math errors when scaling ingredient weights.
- Prevents vessel overflows by checking capacity against safety buffers.
- Provides immediate total ingredient costs for batch planning.
- Standardizes brine preparation across different batch sizes.

## How It Works

Connect your AI client to Vinkius and start planning batches immediately.

1. Connect your preferred MCP-compatible client to Vinkius.
2. Provide your recipe ratios or target yield to your AI agent.
3. Ask the agent to scale the ingredients or calculate brine needs.
4. Verify vessel fit and total costs through the agent's tools.

## Frequently Asked Questions

**How do I scale a recipe using this MCP?**
You tell your AI client your target yield and your current ingredient ratios. The agent uses the scaling tool to give you the exact weights needed.

**Can I check if my batch will overflow?**
Yes. You can use the vessel fit tool to check if your ingredients and brine will fit in your container, including a safety buffer.

**Does this work with Claude or Cursor?**
Yes. This MCP works with any MCP-compatible client like Claude, Cursor, or Windsurf.

**Can it calculate brine amounts?**
Yes. The tool can calculate the specific amount of salt and water required for your brine based on your needs.

**How does it handle costs?**
The tool aggregates the total financial cost of the ingredients you have planned for a batch.

**How do I scale my recipe for a larger batch?**
Use the `calculate_batch_scaling` tool by providing your target yield and the ingredient formula as a JSON object.

**Can I check if my fermentation crock is big enough?**
Yes, use the `validate_vessel_fit` tool to compare your total produce weight and brine volume against your vessel's capacity.

**How is the brine calculated?**
The `plan_brine_requirements` tool calculates the exact salt weight based on your primary produce weight and the required salt percentage, then determines the necessary water volume.