# Wine Club Shipment Optimizer AI Agent Connect

> Optimizes wine club shipments by matching member preferences with available inventory and price targets.

## Overview
- **Category:** logistics
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_DQuaJfvQA1cSpJle5bWX4gevko1CccWRi3pd94qL/ai-agent-connect
- **Tags:** wine, inventory, optimization, membership, logistics

## Description

This MCP server connects AI agents to wine club logistics. It enables precise shipment planning by analyzing member profiles and real-time inventory. Use `get_member_profiles` to retrieve preferences, `get_available_inventory` to check stock, `optimize_shipment_plan` to generate the best wine mix, and `validate_shipment_feasibility` to ensure plans meet tier and budget constraints.

## Tools

### get_member_profiles
Retrieves detailed preference profiles and historical satisfaction data for all club members

### validate_shipment_feasibility
Checks if a proposed shipment plan is physically and financially possible

### optimize_shipment_plan
Generates the optimal wine selection for all members based on constraints

### get_available_inventory
You can choose to include exclusive wines.

Provides a real-time snapshot of current wine stock, including quality and exclusivity status

## Prompt Examples

**Prompt:** 
```
What are the preferences for members in the Reserve tier?
```

**Response:** 
```
Members in the Reserve tier generally prefer premium varietals like Cabernet Sauvignon and Chardonnay, with a moderate price range preference.
```

**Prompt:** 
```
Generate a shipment plan that maximizes member satisfaction within a $500 to $1000 price range.
```

**Response:** 
```
The optimized shipment plan has been generated, selecting a mix of premium varietals that maximizes satisfaction while staying within the $500-$1000 range for all targeted members.
```

**Prompt:** 
```
Is there any Cabernet Sauvignon available in the inventory?
```

**Response:** 
```
Yes, there are currently 45 units of Cabernet Sauvignon available in the inventory.
```

## Frequently Asked Questions

**How does the optimizer handle exclusive wines?**
The `optimize_shipment_plan` tool respects tier access levels, ensuring exclusive wines are only assigned to members in the Icon tier.

**Can I check if a shipment plan is valid?**
Yes, use the `validate_shipment_feasibility` tool to check for inventory shortages, price violations, or tier mismatches.

**How do I see what wines are currently in stock?**
You can use `get_available_inventory` to see a real-time snapshot of current wine stock and exclusivity status.