# Shelf Capacity Calculator AI Agent Connect

> Shelf Capacity Calculator handles the math for your physical storage needs. It calculates how many whole objects fit in a given space, identifies leftover gaps, and compares different shelf setups to find the most efficient layout. Your AI client uses these tools to ensure your physical organization plans actually work in the real world.

## Overview
- **Category:** organization
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_ncvGHRcGmDtwcauhQrjuPMsWbHBQCvYgt5pmxfpX/ai-agent-connect
- **Tags:** shelf, capacity, storage, math, organization

## Description

Stop guessing how many items will fit in your storage bins or on your warehouse shelving. This MCP gives your AI client the ability to perform precise spatial math for any organization project. Instead of you manually measuring gaps and subtracting widths, you just give your agent the dimensions and let it do the heavy lifting. 

You can use it to verify if a specific shelf is even large enough for your inventory or to run comparisons between different shelving configurations to see which one maximizes your footprint. It handles the logic of whole objects, meaning it won't tell you that you can fit half a box on a shelf. It's a practical tool for anyone managing physical inventory, retail displays, or home organization who wants to move from estimation to exact numbers.

## Tools

### calculate_shelf_capacity
This tool finds the maximum number of whole objects that fit on a shelf and calculates the remaining empty space.

### compare_shelf_configurations
Use this to test two different shelf setups against each other to see which one holds more items.

### get_capacity_report
This tool generates a detailed summary of how much a specific shelf configuration is being utilized.

### validate_shelf_dimensions
This tool checks if your proposed shelf dimensions are physically capable of holding the objects you have in mind.

## Prompt Examples

**Prompt:** 
```
How many 15cm wide books can I fit on a 100cm shelf?
```

**Response:** 
```
You can fit 6 books on the shelf, with 10cm of remaining space.
```

**Prompt:** 
```
Give me a report for a 500cm shelf with 20cm wide objects.
```

**Response:** 
```
The shelf can hold 25 objects. The total occupied space is 500cm, leaving 0cm of remaining space, resulting in 100% utilization.
```

**Prompt:** 
```
Is a 50cm shelf viable for 60cm wide objects?
```

**Response:** 
```
No, the configuration is not viable because the object width exceeds the shelf length.
```

## Capabilities

### Spatial Math
Your agent calculates exact object counts and leftover gaps.

### Configuration Comparison
The AI compares different shelf layouts to find the best fit.

### Dimension Validation
Your agent checks if objects will physically fit within a space before you move them.

### Utilization Reporting
The AI generates summaries of how much shelf space is actually being used.

## Use Cases

### Warehouse Optimization
Calculate how many pallets or bins can fit in a new racking section.

### Retail Planning
Determine the exact number of units that can sit on a storefront shelf.

### Home Organization
Check if a new bookshelf can hold a specific collection of items.

### Inventory Auditing
Compare current shelf utilization against theoretical maximum capacity.

## Benefits

- Eliminates manual subtraction and division for shelf math.
- Prevents ordering equipment that is too small for the intended inventory.
- Identifies wasted space in storage layouts.
- Provides instant comparisons between different shelving options.

## How It Works

Connecting this MCP to your AI client gives your agent immediate access to spatial calculation tools.

1. Connect the MCP to your client via Vinkius.
2. Provide the dimensions of your shelf and your objects to your agent.
3. The agent calls the necessary tool to run the math.
4. You receive the exact count and space remaining.

## Frequently Asked Questions

**Can this MCP handle non-rectangular objects?**
The current tools focus on width and length dimensions to determine how many whole objects fit in a linear or spatial arrangement.

**How do I use this with Claude or Cursor?**
You connect to the MCP through the Vinkius platform, which hosts the tool. Once connected, your client can call the tools directly through the standard protocol.

**Does it account for empty space?**
Yes, the calculate_shelf_capacity tool specifically identifies the amount of leftover space after the objects are placed.

**Can I compare two different shelf sizes?**
Yes, you can use the compare_shelf_configurations tool to see which setup accommodates more items.

**What happens if my objects are wider than my shelf?**
The validate_shelf_dimensions tool will flag the configuration as not viable.

**How is capacity calculated?**
Capacity is the largest integer of whole objects that can fit within the total shelf length without exceeding it.

**Can I compare two different shelf setups?**
Yes, you can use `compare_shelf_configurations` to see which setup accommodates more objects or has more remaining space.

**What happens if the object is wider than the shelf?**
The tool will return an error indicating that the configuration is not physically viable.