# Grape Receiving & Weighing Logistics AI Agent Connect

> Grape Receiving & Weighing Logistics MCP handles the math behind winery harvest operations. It lets your AI client calculate truck wait times, determine sampling frequencies based on volume, and build arrival schedules that respect lot segregation. You can also check if your facility capacity can handle incoming loads to avoid bottlenecks at the weighbridge or crush pad.

## Overview
- **Category:** supply-chain
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_a1dBHr27ELNwP23OWlsoaIfr7RDgDaHzHg67IqYd/ai-agent-connect
- **Tags:** winery, harvest, queuing-theory, quality-control, logistics-optimization

## Description

Managing a grape harvest means juggling truck arrivals, quality sampling, and facility capacity in real time. This MCP connects your AI client to the core metrics needed to keep a winery running smoothly during peak crush. Instead of manually calculating wait times or sampling intervals, you can ask your agent to run the numbers for you. 

You can use it to predict how long trucks will sit in line or how long the entire receiving process will take. If you need to maintain strict lot segregation, the MCP can generate an optimized arrival sequence that keeps different grape lots organized. It also helps you avoid overwhelming your equipment by checking if your planned receiving batches fit within your weighbridge or crush capacity. For quality control, it calculates exactly how often you need to pull samples based on the total volume coming through the gate.

## Tools

### calculate_sampling_protocol
This tool determines how often you need to take quality samples based on the volume of grapes arriving.

### get_facility_utilization
This tool checks if your planned receiving batch will overwhelm your facility's capacity.

### get_queue_metrics
This tool calculates truck wait times and the total duration of the receiving process.

### optimize_receiving_schedule
This tool creates an arrival sequence that minimizes congestion and follows lot segregation rules.

## Prompt Examples

**Prompt:** 
```
How long will 20 trucks wait if the weighbridge processes 5 per hour and crush capacity is 10 per hour?
```

**Response:** 
```
The average wait time for the 20 trucks will be 1.5 hours, with a total receiving duration of 4 hours.
```

**Prompt:** 
```
What is the sampling protocol for 500 tons of premium grapes with a sampling rate of 0.05 samples per ton?
```

**Response:** 
```
For 500 tons of premium grapes, you need to take 25 total samples, with a sampling interval of 12 minutes.
```

**Prompt:** 
```
Generate a schedule for 10 trucks that must be grouped by lot segregation requirements starting at 8 AM.
```

**Response:** 
```
The optimized arrival sequence starts at 08:00, grouping the required lots consecutively to ensure smooth flow through the weighbridge.
```

## Capabilities

### Queue Prediction
Your agent calculates truck wait times and total receiving duration.

### Sampling Math
The AI determines sampling frequency based on incoming grape volume.

### Capacity Checks
Your agent verifies if the facility can handle the planned receiving volume.

### Schedule Optimization
The MCP builds arrival sequences that respect lot segregation and reduce congestion.

## Use Cases

### Managing Truck Queues
Predict how long drivers will wait when multiple trucks arrive at the weighbridge.

### Maintaining Lot Integrity
Generate schedules that group specific lots together to satisfy segregation requirements.

### Quality Control Planning
Calculate the exact number of samples needed for a specific tonnage of grapes.

### Capacity Monitoring
Ensure the crush pad or weighbridge isn't overwhelmed by a sudden influx of fruit.

## Benefits

- Reduces truck congestion through optimized arrival sequences.
- Prevents facility bottlenecks by checking crush and weighbridge capacity.
- Standardizes quality control by automating sampling frequency math.
- Provides clear visibility into truck wait times and total processing duration.

## How It Works

Connect your AI client to the Vinkius hosted MCP to start running harvest logistics.

1. Connect your AI client to the MCP via Vinkius.
2. Provide your harvest data or specific logistics questions to your agent.
3. The agent calls the necessary tools to perform calculations.
4. Your agent provides the optimized schedule, sampling plan, or queue metrics.

## Frequently Asked Questions

**How does this MCP help with truck management?**
It uses queue metrics to predict wait times and optimizes arrival sequences to prevent congestion and respect lot segregation.

**Can I use this to plan my quality control?**
Yes, the calculate_sampling_protocol tool determines how often to take samples based on the volume of grapes being received.

**Will this prevent my facility from being overwhelmed?**
The get_facility_utilization tool evaluates if a planned batch of grapes will exceed your facility's capacity.

**What AI clients can I use with this MCP?**
You can connect this MCP to any compatible client like Claude, Cursor, Windsurf, or VS Code.

**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.