# Seat Count Calculator MCP for logistics. AI Agent Connect

> Seat Count Calculator handles the math for group transport logistics. Your AI client uses this MCP to figure out exactly how many vehicles you need for a specific number of travelers, compares different vehicle types to find the best fit, and calculates how much empty space you'll have left in your fleet.

## Overview
- **Category:** logistics
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_uU6C15D4KMCNw2XqdCGOap7yzDMai8NvfdF3W5Pz/ai-agent-connect
- **Tags:** fleet, vehicles, capacity, logistics, travel

## Description

If you manage transport for large groups, you know that miscalculating vehicle capacity leads to wasted money or stranded passengers. This MCP gives your AI agent the specific tools needed to solve those logistics problems. Instead of manual math, you can ask your agent to determine the exact number of vehicles required for any group size. It also helps you avoid sending half-empty buses by comparing different vehicle options to see which one fits your group most efficiently. You can check your fleet utilization rates to see how well you're using your current assets or get a full breakdown of your fleet configuration, including how much unused space remains. It turns your AI client into a specialized logistics coordinator that handles the numbers so you can focus on the movement.

## Tools

### calculate_utilization_rate
This tool measures how effectively your assigned fleet is being used. It calculates the percentage of occupied seats against total capacity.

### compare_vehicle_options
Use this to weigh two different vehicle types against each other. It shows which option is more efficient for your specific group size.

### get_fleet_configuration
This tool provides a full summary of your fleet needs. It details the required vehicles and the resulting empty space.

### get_required_vehicles
This tool determines the exact number of vehicles you must deploy to move a specific number of travelers.

## Prompt Examples

**Prompt:** 
```
How many 15-seat minivans do I need for 40 travelers?
```

**Response:** 
```
You will need 3 minivans to accommodate 40 travelers.
```

**Prompt:** 
```
What is the utilization rate for 25 people in 30-seat buses?
```

**Response:** 
```
The utilization rate is 83.33% with 5 empty seats.
```

**Prompt:** 
```
Is it better to use 10-seat vans or 20-seat buses for 35 people?
```

**Response:** 
```
Using 20-seat buses is more efficient, as it requires only 2 vehicles compared to 4 vans, reducing empty seats.
```

## Capabilities

### Vehicle Requirement Calculation
Your agent calculates the exact number of vehicles needed based on traveler counts.

### Efficiency Comparison
The AI compares different vehicle capacities to find the most cost-effective transport solution.

### Utilization Tracking
Your agent evaluates how much of your fleet capacity is actually being used.

### Fleet Configuration Summaries
The AI generates a breakdown of fleet needs and remaining empty space.

## Use Cases

### Event Transport Planning
Calculate the exact number of shuttles needed for conference attendees.

### Fleet Optimization
Compare van versus bus options to minimize empty seats for a tour group.

### Capacity Auditing
Check the utilization rate of your current fleet after a major transport operation.

### Resource Allocation
Get a full configuration summary to see how much space is left in your vehicles.

## Benefits

- Reduces manual math errors in vehicle deployment.
- Identifies the most efficient vehicle types for specific group sizes.
- Provides clear visibility into unused vehicle capacity.
- Speeds up the planning process for large traveler groups.

## How It Works

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

1. Connect the Seat Count Calculator MCP to your AI client via Vinkius.
2. Provide your group size and vehicle details to your agent.
3. The agent uses the specific tools to run the calculations.
4. You receive the exact vehicle counts or efficiency metrics in your chat interface.

## Frequently Asked Questions

**What can this MCP do for my logistics planning?**
It allows your AI client to calculate required vehicles, compare vehicle efficiencies, and check fleet utilization rates.

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

**How does it help with vehicle efficiency?**
The tool compares different vehicle options to show you which one accommodates your group with the fewest empty seats.

**Can I see how much empty space I'll have?**
Yes, the fleet configuration tool provides a summary that includes the resulting empty space.

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

**How do I know how many vehicles I need?**
You can use the `get_required_vehicles` tool to find the exact number of vehicles needed based on your total traveler count and the capacity of each vehicle.

**Can I compare different vehicle sizes?**
Yes, the `compare_vehicle_options` tool allows you to compare two different vehicle capacities to see which one results in better efficiency for your specific group.

**How is fleet efficiency measured?**
Efficiency is measured using `calculate_utilization_rate`, which provides the utilization percentage and the number of empty seats remaining in the fleet.