# Shipping Dimensional Weight Calculator AI Agent Connect

> Shipping Dimensional Weight Calculator MCP handles the math for logistics. Your AI client uses this tool to determine volumetric weight, verify package dimensions, and find the final billable weight based on standard industry divisors. It removes the guesswork from shipping cost estimates by providing precise weight data directly to your agent.

## Overview
- **Category:** utilities
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_3H9YnFB6kI55m4CQzjnteyWBEVv3bMfpxTyPfeaM/ai-agent-connect
- **Tags:** shipping, logistics, weight, volumetric, carrier

## Description

Shipping costs aren't just about how much a package weighs on a scale. Carriers charge based on the space a box takes up in a truck, which means you need to account for dimensional weight. This MCP gives your AI client the math skills to handle these logistics calculations instantly. 

You can use it to check if your package dimensions are valid before you run any numbers. It also lets your agent pull standard industry divisors so you don't have to look them up manually. Once you have the dimensions and the right divisor, your agent can calculate the volumetric weight or jump straight to the final billable weight. It's a practical way to automate shipping math within your existing AI workflows, whether you're managing an e-commerce warehouse or a freight forwarding operation.

## Tools

### calculate_billable_weight
This tool calculates the final weight a carrier will actually charge you for a package. It compares actual weight against volumetric weight to find the higher value.

### calculate_dimensional_weight
This tool determines the volumetric weight of a package. It uses the package dimensions and a specific divisor to find the space-based weight.

### get_standard_divisors
This tool retrieves common industry constants used by carriers. It provides the standard divisors needed for accurate dimensional weight math.

### validate_dimensions
This tool checks if your package measurements are logical. It ensures you aren't using negative numbers or impossible dimensions for your calculations.

## Prompt Examples

**Prompt:** 
```
What is the volumetric weight for a package that is 10x12x15 inches with a divisor of 166?
```

**Response:** 
```
The dimensional weight for the package is 10.84.
```

**Prompt:** 
```
A package is 20x20x20 inches, weighs 10 lbs, and the divisor is 139. What is the billable weight?
```

**Response:** 
```
The dimensional weight is 57.55, and since this is greater than the actual weight of 10 lbs, the billable weight is 57.55.
```

**Prompt:** 
```
Are dimensions of 5, 5, and -2 valid?
```

**Response:** 
```
No, the dimensions are not valid because one of the values is negative.
```

## Capabilities

### Volumetric Math
Your agent calculates weight based on package volume and carrier divisors.

### Billable Weight Logic
The AI determines the final weight used for pricing by comparing actual and dimensional weight.

### Dimension Validation
Your client checks that package measurements are physically possible before processing.

### Divisor Retrieval
The agent pulls standard industry constants to ensure math matches carrier rules.

## Use Cases

### Shipping Cost Estimation
An agent calculates the billable weight to give a customer an accurate shipping quote.

### Data Cleaning
The AI uses dimension validation to flag incorrect or impossible package entries in a database.

### Carrier Compliance
Your agent uses standard divisors to ensure calculations match specific carrier requirements.

### Automated Freight Auditing
The agent compares calculated weights against carrier invoices to find discrepancies.

## Benefits

- Removes manual math errors from shipping estimates.
- Provides standard carrier divisors without external lookups.
- Validates package data to prevent calculation errors.
- Automates the comparison between actual and volumetric weight.

## How It Works

Connecting this MCP to your AI client gives it immediate access to shipping math tools.

1. Connect your AI client to the Vinkius hosted MCP.
2. Provide the package dimensions and weight to your agent.
3. The agent calls the necessary tools to run the math.
4. Your agent receives the final billable weight or validation result.

## Frequently Asked Questions

**How does this MCP calculate billable weight?**
The agent uses the calculate_billable_weight tool to compare the actual weight against the volumetric weight. It then selects the higher of the two values as the billable weight.

**Can I use this with any AI client?**
Yes, this MCP works with any client that supports the Model Context Protocol, such as Claude, Cursor, or Windsurf.

**Does it handle different carrier divisors?**
Yes, you can use the get_standard_divisors tool to find common industry constants or provide your own divisor for specific calculations.

**What happens if I enter invalid dimensions?**
The validate_dimensions tool will check the input and return an error if the dimensions are physically impossible, such as having negative values.

**Do I need to host this myself?**
No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the tools.

**What is dimensional weight?**
Dimensional weight is a theoretical weight calculated from a package's volume and a carrier's specific divisor.

**How is billable weight determined?**
The billable weight is the higher value between the package's actual physical weight and its calculated dimensional weight.

**Can I get standard carrier divisors?**
Yes, you can use the `get_standard_divisors` tool to retrieve common domestic and international volumetric constants.