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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Wine Analysis Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze wine market positioning, identify white spaces, and get strategic recommendations.

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 · 4 capabilities

The complete Wine Analysis Engine capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Wine Analysis Engine.

  1. 01

    Calculate market density

    Quantifies how saturated different segments of the market are

  2. 02

    Analyze positioning

    Calculates where the target wine sits within the competitive landscape and how unique it is

  3. 03

    Get positioning recommendations

    Provides strategic advice based on the target wine's current market gap or overlap

  4. 04

    Identify white space

    Finds gaps in the market where no competitors are currently positioned

One connector, every AI

Wine Analysis Engine 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Wine Analysis Engine 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 Analysis Engine, so you can see the experience inside your AI.

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

Wine Analysis Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_vpq1oYGpMmQn2lVUcBCJdmyYlVGop5CGdzobltT0/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 Analysis Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "wine-competitive-set-analysis-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_vpq1oYGpMmQn2lVUcBCJdmyYlVGop5CGdzobltT0/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 Analysis Engine

See all the AI clients this connector works with ↑

FAQ

Questions Wine Analysis Engine owners ask.

  • 01

    How do I use this to find market gaps?

    You can use the identify_white_space capability by providing the list of competitor wines and the search bounds for style and price dimensions.

  • 02

    Can I calculate how crowded a specific wine segment is?

    Yes, the calculate_market_density capability allows you to quantify segment saturation and count existing clusters.

  • 03

    What information is needed for positioning analysis?

    To use analyze_positioning, you need to provide the target wine's attributes (style, price, quality) and a list of competitor wines.

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