# Sales Total Aggregator AI Agent Connect

> Sales Total Aggregator MCP gives your AI agent the ability to crunch numbers from sales datasets. It handles the heavy lifting of calculating total revenue, finding average transaction values, and pulling descriptive statistics. You can also use it to quickly spot high-value sales that cross specific thresholds.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_AJXf4ZfIuDCC2HXgVu2S7pgxseEHVznHovjW3F9r/ai-agent-connect
- **Tags:** sales, revenue, statistics, accounting, aggregation

## Description

You can stop manually summing up spreadsheets or writing custom scripts to check your sales performance. This MCP gives your AI client direct access to your transaction data for immediate analysis. When you feed a list of sales to your agent, it uses these tools to provide the exact numbers you need for reporting or auditing. 

Instead of staring at a wall of numbers, you can ask your agent to find the total revenue or the average sale amount in seconds. If you need to find outliers, the MCP can scan the list and pull out only the transactions that meet your criteria. It's built to handle the math so you can focus on what those numbers actually mean for your business. Whether you are checking daily totals or looking for significant spikes in transaction size, this MCP makes the data actionable through your preferred AI client.

## Tools

### calculate_average_sale
Use this to find the mean value of all transactions in a specific set.

### calculate_total_sales
This tool sums up every sale amount you provide to get a final revenue figure.

### get_sales_statistics
This tool generates high-level descriptive statistics for your entire sales collection.

### identify_large_transactions
This tool scans your list to find any individual sales that exceed a threshold you set.

## Prompt Examples

**Prompt:** 
```
What is the total sum of these sales: 100, 250, 50, 400?
```

**Response:** 
```
The total sum of the provided sales is 800.
```

**Prompt:** 
```
What was the average sale for 10, 20, and 30?
```

**Response:** 
```
The average sale value is 20.
```

**Prompt:** 
```
Which sales are greater than 150 in this list: 50, 200, 300, 10?
```

**Response:** 
```
The sales exceeding 150 are 200 and 300.
```

## Capabilities

### Revenue Summation
Your agent calculates the total value of all sales entries provided.

### Average Value Calculation
The AI finds the mean transaction amount for any given dataset.

### Statistical Summaries
Your agent pulls descriptive statistics to give you a high-level view of sales trends.

### Outlier Detection
The MCP identifies specific transactions that are larger than a defined amount.

## Use Cases

### Daily Revenue Checks
Provide a list of today's sales to your agent to get an instant total revenue count.

### Identifying VIP Customers
Use the threshold tool to find large transactions that represent significant sales.

### Performance Auditing
Run statistical tools on a month of data to see how average sale values have shifted.

### Quick Data Cleaning
Use the tools to verify that a set of numbers matches expected totals or averages.

## Benefits

- Eliminates manual calculation errors by letting the AI handle the math.
- Speeds up financial reporting by providing instant statistical summaries.
- Simplifies outlier detection by flagging large transactions automatically.

## How It Works

Getting your data analyzed is a straightforward process through the Vinkius platform.

1. Connect your preferred AI client to the Vinkius catalog.
2. Provide your sales transaction data to your AI agent.
3. Ask your agent to perform a specific calculation or statistical task.
4. The agent calls the necessary tool within the MCP to process the numbers.
5. You receive the calculated results directly in your chat interface.

## Frequently Asked Questions

**What can this MCP do with my sales data?**
It calculates total revenue, finds average sale amounts, provides descriptive statistics, and identifies large transactions based on a threshold.

**Which AI clients can use this MCP?**
You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.

**Do I need to host the MCP myself?**
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after you connect.

**Can I use this to find specific large orders?**
Yes, the identify_large_transactions tool is specifically designed to find sales that exceed a certain amount.

**Is there a way to get a summary of all sales statistics?**
Yes, the get_sales_statistics tool provides high-level descriptive statistics for your sales sets.

**How do I calculate the total revenue?**
You can use the `calculate_total_sales` tool by providing a list of transaction amounts.

**Can I find transactions above a specific amount?**
Yes, the `identify_large_transactions` tool allows you to specify a threshold to filter for high-value sales.

**What statistics can be retrieved?**
The `get_sales_statistics` tool provides the total sum, highest sale, lowest sale, and the total count of transactions.