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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Wine & Cheese Pairing Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. A deterministic engine for calculating precise wine and cheese pairing scores.

Included with plan

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Wine & Cheese Pairing Engine capability set.

These are the exact actions your AI can choose when you ask it to work with Wine & Cheese Pairing Engine.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Wine & Cheese Pairing Engine.

  1. 01

    Analyze pairing

  2. 02

    Get alternative pairings

  3. 03

    Validate profiles

Observed, not estimated

797ms average. Fast in production.

Wine & Cheese Pairing Engine is checked daily against the live service.

Daily averagePeak 959ms
Aug 24Today
Fastest day
658ms
Slowest day
959ms
14-day trend
Improving-26%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 & Cheese Pairing Engine, so you can see the experience inside your AI.

It does not authenticate your account with Wine & Cheese Pairing Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Wine & Cheese Pairing Engine Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_HrRAaOPssiVs0Dja7oMRIyN0eBTRLi1hrUwEeyMk/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Wine & Cheese Pairing Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "wine-cheese-pairing-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_HrRAaOPssiVs0Dja7oMRIyN0eBTRLi1hrUwEeyMk/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

FAQ

Questions Wine & Cheese Pairing Engine owners ask.

  • 01

    How is the pairing score calculated?

    The score is derived from deterministic rules including congruent matching, contrasting balance, regional bonuses, and chemical interactions like how acidity cuts through fat.

  • 02

    Can I validate my profile data before running a pairing?

    Yes, you can use the validate_profiles capability to ensure your wine or cheese profiles use the correct terminology and categories.

  • 03

    What if I want to find different wines for a specific cheese?

    You can use the get_alternative_pairings capability to suggest alternative wine profiles that meet a specific score threshold for your chosen cheese.

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