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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Press Fraction Blending Model with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Hit your exact wine quality targets with mathematical precision.

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 Press Fraction Blending Model capability set.

These are the exact actions your AI can choose when you ask it to work with Press Fraction Blending Model.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Press Fraction Blending Model.

  1. 01

    Calculate blend value

    This capability determines the economic or quality-based worth of a specific wine blend.

  2. 02

    Get optimal blend

    This capability calculates the mathematically ideal recipe to meet your specific quality targets.

  3. 03

    Predict blend quality

    This capability estimates the resulting profile of a blend you have manually defined.

  4. 04

    Validate target specs

    This capability verifies if a proposed set of target specifications is physically and chemically possible with your current stock.

One connector, every AI

Press Fraction Blending Model 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 Press Fraction Blending Model 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.

Observed, not estimated

986ms average. Fast in production.

Press Fraction Blending Model is checked daily against the live service.

Daily averagePeak 986ms
Sep 16Today
Fastest day
986ms
Slowest day
986ms
14-day trend
Stable0%

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 Press Fraction Blending Model, so you can see the experience inside your AI.

It does not authenticate your account with Press Fraction Blending Model. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Press Fraction Blending Model Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_8aWRjYwt5PoF8o7AfJ1g9zDM2xZOavIhZWvMFNqG/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 — Press Fraction Blending Model capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "press-fraction-blending-model-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_8aWRjYwt5PoF8o7AfJ1g9zDM2xZOavIhZWvMFNqG/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 Press Fraction Blending Model

See all the AI clients this connector works with ↑

Who it's for

Built for the work Press Fraction Blending Model owners hand off.

This MCP is built for professionals managing wine production and quality control.

  • 01

    Winemakers

    They hand off target acidity and flavor profiles to the AI to get precise blending ratios.

  • 02

    Enologists

    They use the capability to validate if chemical targets are physically possible with available juice.

  • 03

    Cellar Managers

    They use it to calculate the volume and value of blends during production runs.

FAQ

Questions Press Fraction Blending Model owners ask.

  • 01

    What kind of math does this MCP use?

    It uses linear programming to calculate the most effective way to combine different wine components to meet specific targets.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 03

    How does it handle press fractions?

    It calculates the optimal inclusion rates for various press fractions to ensure they meet your quality targets.

  • 04

    Can it tell me if my target is impossible?

    Yes, the validation capability checks if your proposed specifications are physically and chemically possible with your available stocks.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP so it is ready to use as soon as you connect your client.

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