# Storage Box Capacity Calculator AI Agent Connect

> Storage Box Capacity Calculator MCP calculates how many identical boxes fit into a specific rectangular area. It handles the math for floor space utilization, grid layouts, and dimension validation so your AI client can plan warehouse layouts or storage room configurations without manual calculation errors.

## Overview
- **Category:** logistics
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_2conVqilaOVgHe7RCSH7j3sTp1cbIMC1hyQRvkrA/ai-agent-connect
- **Tags:** storage, capacity, warehouse, dimensions, efficiency

## Description

You can stop guessing how much gear or inventory will fit in a room. This MCP gives your AI client the ability to run precise spatial math for rectangular storage areas. Whether you are planning a warehouse floor or organizing a small storage closet, you can ask your agent to figure out the exact number of whole boxes that will fit and how much floor space will be left over. It also breaks down the grid layout into rows and columns, making it easy to visualize how items should be placed. You can check if your dimensions make sense before you start moving heavy equipment, ensuring your plans are physically possible. It is a practical way to turn a simple chat interface into a logistics planning tool.

## Tools

### get_area_efficiency
Calculates the percentage of the total storage area that the boxes actually occupy.

### get_box_capacity
Determines the total number of whole boxes that fit in an area and the remaining unused floor space.

### get_max_rows_and_columns
Provides the specific grid layout by showing how many rows and columns of boxes will fit.

### validate_dimensions
Checks if your provided measurements are logical and physically valid for a storage calculation.

## Prompt Examples

**Prompt:** 
```
How many 2x2 boxes can I fit in a 10x10 storage area?
```

**Response:** 
```
You can fit 25 boxes in a 10x10 area, with 0 unused area.
```

**Prompt:** 
```
What is the storage efficiency for a 5x5 area with 2x2 boxes?
```

**Response:** 
```
The utilization is 64% with 9 units of wasted area.
```

**Prompt:** 
```
How many rows and columns will I have if I put 3x3 boxes in a 12x15 area?
```

**Response:** 
```
You will have 5 columns and 4 rows, for a total capacity of 20 boxes.
```

## Capabilities

### Capacity Calculation
Your agent finds the total number of whole boxes that fit in a space.

### Space Utilization
The AI calculates the percentage of floor space used versus wasted.

### Grid Mapping
Your client determines the exact row and column count for box placement.

### Dimension Validation
The tool checks if your input measurements are physically possible.

## Use Cases

### Warehouse Layout Planning
Calculate how many standard pallets or boxes fit on a new warehouse floor.

### Inventory Optimization
Determine if a specific shipment of boxes will fit in an existing storage room.

### Space Efficiency Audits
Check the percentage of utilized space in a storage area to find room for more items.

### Grid Organization
Get the exact row and column counts to set up organized storage aisles.

## Benefits

- Eliminates manual math errors in spatial planning.
- Provides exact counts of whole boxes rather than estimates.
- Identifies wasted floor space to improve storage density.
- Validates measurements to prevent impossible layout plans.

## How It Works

Connect the MCP to your AI client and start asking about dimensions.

1. Connect the MCP to Claude, Cursor, or Windsurf via Vinkius.
2. Provide the dimensions of your storage area and your boxes to your AI client.
3. The AI uses the tools to run the capacity and efficiency math.
4. Receive a direct answer with box counts, grid layouts, or wasted space metrics.

## Frequently Asked Questions

**Can this MCP calculate non-rectangular areas?**
No, this MCP is specifically designed for calculating capacity within rectangular areas.

**How does it handle leftover space?**
The get_box_capacity tool specifically calculates the amount of unused floor space remaining after the boxes are placed.

**What AI clients can I use this with?**
You can use this MCP with any compatible client like Claude, Cursor, or Windsurf.

**Does it tell me how to arrange the boxes?**
Yes, the get_max_rows_and_columns tool provides the specific grid formation of rows and columns.

**Can it check if my measurements are wrong?**
Yes, the validate_dimensions tool checks if your provided dimensions are physically valid and logical.

**How does the tool calculate the number of boxes?**
The tool calculates capacity by determining how many times the box length fits into the storage length and how many times the box width fits into the storage width, then multiplying those two whole numbers.

**Does this tool account for rotating the boxes?**
No, the current implementation assumes a uniform orientation where the box length aligns with the storage length and the box width aligns with the storage width.

**Can I check if my dimensions are valid before calculating?**
Yes, you can use the `validate_dimensions` tool to verify if the provided storage and box dimensions are physically valid and logical.