# Cargo Manifest Weight Reconciler AI Agent Connect

> Cargo Manifest Weight Reconciler MCP lets your AI agent audit aircraft loading data. It compares declared weights against physical measurements to catch errors in cargo, baggage, and container loads. You can use it to verify total aircraft weight, check ULD totals, or audit weight distribution across holds to ensure everything matches the manifest.

## Overview
- **Category:** logistics
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_iyfIfjXQKHemuubl4oHXYFekhMwo9IaPmr2QTEOn/ai-agent-connect
- **Tags:** cargo, weight-reconciliation, aviation-logistics, aircraft-loading, manifest-verification

## Description

You can use this MCP to automate the tedious math involved in aircraft weight and balance. Instead of manually cross-referencing spreadsheets, your AI client handles the heavy lifting of comparing declared cargo weights against actual measurements. It identifies missing declarations or weight gaps in baggage and cargo items before they become safety or logistical issues. 

If you are managing Unit Load Devices, the MCP aggregates weights for specific containers to ensure they match the manifest. It also looks at the bigger picture by calculating the grand total of all cargo, baggage, and passengers to verify the aircraft's total weight. You can even check how weight is distributed across different holds to ensure the aircraft stays within its loading limits. It turns your agent into a precise auditor for aviation logistics.

## Tools

### reconcile_aircraft_total_weight
This tool calculates the grand total of cargo, baggage, and passenger weights to verify the aircraft's overall weight.

### reconcile_cargo_manifest
Use this to find the difference between declared weights and measured weights for all cargo and baggage items.

### reconcile_container_load
This tool aggregates the weights of all items inside specific Unit Load Devices or containers.

### reconcile_loading_positions
This tool verifies how weight is distributed across different holds or specific positions in the aircraft.

## Prompt Examples

**Prompt:** 
```
Check for discrepancies in my cargo manifest.
```

**Response:** 
```
The reconciliation shows a discrepancy of 5.2kg for item ID-992 and one missing declaration for item ID-105.
```

**Prompt:** 
```
What is the total weight of the aircraft based on these values?
```

**Response:** 
```
The calculated total weight is 152,450kg, which matches the declared manifest weight of 152,450kg.
```

**Prompt:** 
```
Verify the weight for container ULD-772.
```

**Response:** 
```
Container ULD-772 has a total weight of 1,250kg, with an item sum of 1,200kg and a weight difference of 50kg from the declared container weight.
```

## Capabilities

### Manifest Auditing
Your agent compares declared cargo weights against physical measurements to find errors.

### ULD Aggregation
The AI sums up individual item weights to verify the total weight of specific containers.

### Total Weight Verification
Your agent calculates the combined weight of passengers, cargo, and baggage for the entire aircraft.

### Distribution Checks
The AI verifies weight placement across different aircraft holds.

## Use Cases

### Cargo Discrepancy Detection
An agent compares manifest entries to physical scale readings to find missing or overweight items.

### Container Weight Audits
You verify that the sum of items inside a ULD matches the declared weight for that container.

### Pre-flight Weight Verification
The AI calculates the grand total of all loads to ensure the aircraft is within safe weight limits.

### Hold Distribution Checks
You use the agent to confirm that weight is spread correctly across different aircraft positions.

## Benefits

- Identifies weight discrepancies between declared and measured cargo.
- Automates the summation of ULD and container weights.
- Verifies total aircraft weight including passengers and baggage.
- Checks weight distribution across aircraft holds.

## How It Works

Connecting this MCP to your AI client gives your agent immediate access to weight reconciliation tools.

1. Connect your preferred MCP-compatible client to Vinkius.
2. Provide your cargo or manifest data to your AI agent.
3. Ask the agent to run a specific reconciliation tool.
4. Review the discrepancies or totals identified by the agent.

## Frequently Asked Questions

**What can this MCP do for cargo management?**
It reconciles cargo and baggage weights against declared manifests to find discrepancies or missing items.

**Can I check container weights?**
Yes, the reconcile_container_load tool aggregates weights for items within specific ULDs or containers.

**Does it handle passenger weight?**
Yes, the reconcile_aircraft_total_weight tool includes passenger weights in its grand total calculation.

**How does it help with aircraft balance?**
The reconcile_loading_positions tool verifies how weight is distributed across different holds in the aircraft.

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

**How do I verify if a container's weight matches the manifest?**
You can use the `reconcile_container_load` tool by providing the container ID, the list of items inside, and the declared container weight.

**Can this tool identify missing cargo items?**
Yes, the `reconcile_cargo_manifest` tool identifies missing declarations where an item is measured but not in the manifest, or vice versa.

**How is the total aircraft weight verified?**
Use `reconcile_aircraft_total_weight` to sum cargo, baggage, and passenger weights and compare them against the declared flight manifest total.