# LTL-FTL Comparator MCP for AI Agents AI Agent Connect

> LTL-FTL Comparator is a specialized logistics engine that compares Less than Truckload and Full Truckload shipment costs, risks, and break-even points. It helps freight managers decide when to move from consolidated shipping to dedicated trucks by analyzing weight, volume (CBM), cargo value, and delivery deadlines. Use it to find the exact tonnage where a dedicated truck becomes more economical than sharing a load.

## Overview
- **Category:** supply-chain
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_khmaDusUskhOmDPfwPsJxLOF8UsIkovsJnA4QeKY/ai-agent-connect
- **Tags:** shipping, ltl, ftl, transportation, cost-optimization, logistics-engine

## Description

The LTL-FTL Comparator takes the guesswork out of freight logistics. When you're moving heavy cargo, the choice between Less than Truckload and Full Truckload isn't always obvious. You might save on price but risk damage, or hit a deadline but overspend on a dedicated ride. This Connector handles the math for you. It looks at your weight, volume, cargo value, and how fast it needs to get there. You can see exactly where the cost of a shared load turns into a bad deal compared to a dedicated truck. By using this in your workflow, you'll get clear answers on which mode protects your margins and your goods. It's one of the many specialized tools you can find in the Vinkius catalog to make your supply chain smarter. You don't have to guess which carrier quote is the best value anymore. Instead of toggling between different sheets and manually calculating weight factors, you get a data-backed recommendation that considers your specific risk tolerance and time constraints. It's about making sure the right cargo gets on the right truck without leaving money on the table.

## Tools

### find_break_even_threshold
Find the exact weight where hiring a dedicated truck becomes cheaper than a shared load. This helps you avoid overpaying for LTL.

### calculate_ftl_metrics
Get the total cost and capacity utilization for a full truckload. It tells you how much of the truck you're actually using.

### calculate_ltl_metrics
Calculate the chargeable weight and cost per kg for less than truckload shipments. This ensures you get accurate pricing from carriers.

### get_shipment_recommendation
Get a clear recommendation on which shipping mode to use. It balances your cost, speed, and cargo safety needs.

## Prompt Examples

**Prompt:** 
```
I have 2000kg of machinery that needs to be in Chicago by tomorrow morning. Should I use LTL or FTL?
```

**Response:** 
```
For a 2000kg shipment with a strict next-day deadline, **FTL is the best choice.**

While LTL might be cheaper, it's much harder to guarantee a specific morning window for heavy machinery.

*   **Mode:** Full Truckload (FTL)
*   **Reason:** Priority handling and dedicated transit
*   **Risk:** Low (Minimal handling)
*   **Estimated Speed:** High
```

**Prompt:** 
```
What is the break-even point for a 53-foot trailer if my cargo is 15,000kg?
```

**Response:** 
```
For a 53-foot trailer with 15,000kg of cargo, here is the breakdown:

*   **Weight Threshold:** 18,500kg
*   **Status:** You are currently below the break-even point for a dedicated truck.
*   **Recommendation:** Use **LTL** to share the load, as you have about 3,500kg of capacity left to make a dedicated truck more cost-effective.
```

**Prompt:** 
```
Compare the cost and risk for a $100k shipment of glass that needs to arrive in 48 hours.
```

**Response:** 
```
Here is the comparison for your $100k glass shipment:

| Metric | LTL (Shared) | FTL (Dedicated) |
| :--- | :--- | :--- |
| **Estimated Cost** | $1,400 | $2,800 |
| **Risk Level** | High (Multiple stops) | Low (Direct) |
| **Speed** | Variable | Guaranteed |

**Recommendation:** Given the high value ($100k) and fragility, **FTL is strongly recommended** to minimize handling and ensure safety.
```

## Capabilities

### Calculate LTL costs
Get the chargeable weight and cost per kg for less than truckload shipments.

### Assess FTL capacity
See how well your cargo fills a full truckload based on weight and volume.

### Identify break-even points
Find the exact weight where hiring a dedicated truck is cheaper than sharing a load.

### Get shipping recommendations
Receive a data-driven choice on shipping modes based on your specific deadlines and risk tolerance.

### Analyze cargo risk
Evaluate how different shipping methods impact your cargo safety and delivery speed.

## Use Cases

### High-value cargo safety vs. cost
A manager has a $100k shipment of glass. They ask their agent to compare LTL and FTL costs and risks. The agent uses get_shipment_recommendation to suggest FTL to minimize handling.

### Last-minute heavy freight
A broker gets a 2000kg load that needs to move in 12 hours. They ask the agent for the best mode. The agent uses find_break_even_threshold to see if a dedicated truck is worth the cost.

### Scaling seasonal inventory moves
A planner is moving 15,000kg of stock. They use calculate_ftl_metrics to see how many trucks they need and how much capacity they're wasting.

### Multi-stop vs. dedicated routes
A logistics lead needs to decide if a multi-stop LTL route is safer than a dedicated FTL. They use calculate_ltl_metrics to compare the cost per kg across different options.

## Benefits

- Stop overpaying for LTL when FTL is cheaper by using find_break_even_threshold to see the exact weight limits.
- Accurately predict truck capacity for every load using calculate_ftl_metrics to see how much of the truck you're actually filling.
- Get precise pricing for shared loads by using calculate_ltl_metrics to find your real chargeable weight.
- Reduce cargo damage risks by letting get_shipment_recommendation weigh your cargo value against different transit modes.
- Hit tight delivery deadlines faster by having your agent instantly compare speed vs cost for every new shipment.
- Make faster quotes for your clients by removing the manual math from the freight comparison process.

## How It Works

The bottom line is you stop guessing and start making shipping decisions based on hard math.

1. Input your shipment details like weight, volume, and cargo value.
2. Run the comparison to see LTL and FTL metrics.
3. Get a data-driven recommendation on the best shipping mode.

## Frequently Asked Questions

**How does the LTL-FTL Comparator help with shipping costs?**
It calculates the cost per kg and identifies the exact weight where hiring your own truck becomes cheaper than sharing a load. This helps you avoid overpaying for LTL shipments.

**Can I use LTL-FTL Comparator to find the best truck size?**
Yes, it assesses how well your cargo fills a truck based on both weight and volume. This helps you choose the right size to maximize your capacity utilization.

**Will the LTL-FTL Comparator help with cargo safety?**
It does by weighing your cargo value against different shipping modes. It can recommend a dedicated truck (FTL) for high-value items to reduce the risk of damage from multiple stops.

**How do I know when to switch from LTL to FTL?**
You can use the tool to find your specific break-even point. It tells you the exact weight at which a dedicated truck starts making more financial sense than a shared load.

**Does the LTL-FTL Comparator account for volume (CBM)?**
Yes, it takes volume into account alongside weight. This ensures you don't book a truck that is too small for your cargo even if the weight is low.

**Can I use the LTL-FTL Comparator for international shipping?**
While it focuses on the math of truckload modes, you can use it to compare the costs and risks of different transport methods for your large international freight moves.

**How is chargeable weight calculated in LTL?**
The engine calculates volumetric weight by multiplying the volume (CBM) by a volumetric factor. The `calculate_ltl_metrics` tool then selects the higher value between the actual weight and this volumetric weight as the chargeable weight.

**What is the break-even threshold?**
The break-even threshold is the specific weight (in kg) where the total cost of an FTL shipment becomes lower than the cost of an LTL shipment. You can find this using the `find_break_even_threshold` tool.

**Does the recommendation consider cargo risk?**
Yes. The `get_shipment_recommendation` tool evaluates your specified `riskTolerance`. For example, if you have low risk tolerance and high cargo value, it may recommend FTL to minimize handling points.