Use Wine Club Shipment Optimizer with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Optimizes wine club shipments by matching member preferences with available inventory and price targets.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 4 capabilities
The complete Wine Club Shipment Optimizer capability set.
These are the exact actions your AI can choose when you ask it to work with Wine Club Shipment Optimizer.
01-04
4 capabilities in this set.
Part of 4 available through Wine Club Shipment Optimizer.
- 01
Get member profiles
Retrieves detailed preference profiles and historical satisfaction data for all club members
- 02
Validate shipment feasibility
Checks if a proposed shipment plan is physically and financially possible
- 03
Optimize shipment plan
Generates the optimal wine selection for all members based on constraints
- 04
Get available inventory
You can choose to include exclusive wines. Provides a real-time snapshot of current wine stock, including quality and exclusivity status
One connector, every AI
Wine Club Shipment Optimizer works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Wine Club Shipment Optimizer to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Wine Club Shipment Optimizer, so you can see the experience inside your AI.
It does not authenticate your account with Wine Club Shipment Optimizer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Wine Club Shipment Optimizer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_DQuaJfvQA1cSpJle5bWX4gevko1CccWRi3pd94qL/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Wine Club Shipment Optimizer capabilities are ready to use.
{
"mcpServers": {
"wine-club-shipment-optimizer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_DQuaJfvQA1cSpJle5bWX4gevko1CccWRi3pd94qL/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
Guided setup for Claude? How to give Claude access to Wine Club Shipment Optimizer
FAQ
Questions Wine Club Shipment Optimizer owners ask.
- 01
How does the optimizer handle exclusive wines?
The optimize_shipment_plan capability respects tier access levels, ensuring exclusive wines are only assigned to members in the Icon tier.
- 02
Can I check if a shipment plan is valid?
Yes, use the validate_shipment_feasibility capability to check for inventory shortages, price violations, or tier mismatches.
- 03
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.
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