# Shipping Charge Totalizer AI Agent Connect

> Shipping Charge Totalizer MCP gives your AI client the specific math tools needed to handle logistics data. It handles everything from summing up multiple shipping fees to cleaning messy datasets by filtering out invalid or negative charges. You can use it to find average costs or verify that every individual charge in a list is formatted correctly before you run your final totals.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_mBbFCJjSLUIqbuM8VjfpTqpupHPhUfjhVnohB84N/ai-agent-connect
- **Tags:** shipping, logistics, calculation, finance, aggregation

## Description

You can stop manually checking shipping spreadsheets for errors. This MCP gives your agent the ability to act as a precise logistics auditor. Instead of you manually summing up lines or hunting for negative numbers that shouldn't be there, your AI client does the heavy lifting. You can hand it a raw list of shipping fees and have it instantly calculate the total sum or find the average cost per shipment. It also acts as a data cleaner. If you have a messy dataset with invalid entries, the MCP can strip out the junk and leave you with only the legitimate, non-negative charges. This makes it easy to set up shipping tiers or verify that your logistics costs are mathematically sound without second-guessing the arithmetic.

## Tools

### get_average_shipping_cost
This tool calculates the mean shipping cost from a provided set of charges.

### calculate_total_shipping
This tool sums up every shipping charge in your list to get a final total.

### filter_valid_charges
This tool scans a list of charges and pulls out only the legitimate, non-negative values.

### validate_charge_format
This tool checks a single value to ensure it qualifies as a valid shipping charge.

## Prompt Examples

**Prompt:** 
```
What is the total sum of these shipping charges: 10.50, 5.00, and 2.25?
```

**Response:** 
```
The total sum of the shipping charges is 17.75.
```

**Prompt:** 
```
Is -5.00 a valid shipping charge?
```

**Response:** 
```
No, -5.00 is not a valid shipping charge because charges must be non-negative.
```

**Prompt:** 
```
Filter the valid charges from this list: 12.00, -3.00, 8.50, -1.00.
```

**Response:** 
```
The valid charges are 12.00 and 8.50.
```

## Capabilities

### Cost Aggregation
Your agent sums multiple shipping fees into a single total.

### Data Cleaning
The MCP removes negative or invalid numbers from your shipping datasets.

### Format Validation
Your AI client checks individual entries to ensure they are valid charges.

### Mean Cost Analysis
The tool calculates the average shipping cost across your provided data.

## Use Cases

### Shipping Audit
Use the validation and filtering tools to check if a batch of shipping invoices contains any errors or negative amounts.

### Pricing Strategy
Calculate the average shipping cost to help determine how much to charge customers for different shipping tiers.

### Daily Expense Tracking
Sum up all shipping fees from a single day to get an immediate total for your logistics budget.

### Data Sanitization
Clean up exported CSV data by filtering out non-positive values before running reports.

## Benefits

- Eliminates manual arithmetic errors in shipping totals.
- Cleans datasets by removing invalid negative values automatically.
- Provides instant averages for shipment cost analysis.
- Validates individual charge formats to ensure data integrity.

## How It Works

Getting this MCP running in your workflow takes just a few steps.

1. Connect the MCP to your preferred client like Claude or Cursor via Vinkius.
2. Provide your raw shipping data or a list of charges to your AI client.
3. Ask your agent to perform a specific task like summing totals or filtering values.
4. The agent uses the MCP tools to process the math and returns the result.

## Frequently Asked Questions

**How do I use this MCP with Claude?**
You connect to the MCP through the Vinkius platform. Once connected, your Claude client can immediately use the shipping calculation tools.

**Can this MCP handle negative shipping numbers?**
The tool is designed to identify and filter out negative values. You can use the filter tool to ensure you only work with legitimate, non-negative charges.

**What kind of clients are compatible?**
This MCP works with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

**Does this MCP calculate averages?**
Yes, it includes a specific tool to calculate the mean shipping cost from any list of charges you provide.

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

**How can I sum multiple shipping fees?**
You can use the `calculate_total_shipping` tool by providing a list of charge amounts.

**Does this tool support negative values?**
No, shipping charges must be non-negative. The `validate_charge_format` tool can be used to verify if a value is valid.

**Can I find the average cost of my shipments?**
Yes, the `get_average_shipping_cost` tool calculates the mean cost from a provided list of charges.