Use Wine Club Optimizer with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Optimize wine club tier structures and pricing to maximize lifetime value.
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 Optimizer capability set.
These are the exact actions your AI can choose when you ask it to work with Wine Club Optimizer.
01-04
4 capabilities in this set.
Part of 4 available through Wine Club Optimizer.
- 01
Evaluate benefit levels
Determines if adding a new benefit will increase overall LTV by reducing churn
- 02
Optimize pricing structure
Recommends the ideal subscription fee for a tier to maximize profit without triggering excessive churn
- 03
Simulate tier migration
Predicts how members will move between tiers based on current incentives
- 04
Calculate ltv per tier
Determines the expected lifetime value for a single member within a specific tier
One connector, every AI
Wine Club 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 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 Optimizer, so you can see the experience inside your AI.
It does not authenticate your account with Wine Club Optimizer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Wine Club Optimizer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_c9yNryV4wXudfGCWueRIkeSCpd55CeQ3mE9Jx6Dn/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 Optimizer capabilities are ready to use.
{
"mcpServers": {
"wine-club-tier-optimizer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_c9yNryV4wXudfGCWueRIkeSCpd55CeQ3mE9Jx6Dn/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 Optimizer
FAQ
Questions Wine Club Optimizer owners ask.
- 01
How do I calculate the value of a specific membership tier?
You can use the calculate_ltv_per_tier capability by providing the tier ID, average order value, order frequency, annual fees, benefit costs, and churn rate.
- 02
Can I predict how many members will upgrade to a higher tier?
Yes, the simulate_tier_migration capability allows you to model member movement between tiers based on upgrade and downgrade probabilities.
- 03
How does the capability help with pricing decisions?
The optimize_pricing_structure capability recommends the ideal subscription fee by balancing your target margin against price elasticity and churn.
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