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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Bentonite Optimization Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Control protein stability and minimize wine loss in the cellar.

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 Bentonite Optimization Engine capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Bentonite Optimization Engine.

  1. 01

    Recommend treatment mode

    This capability tells your agent whether to run a treatment as a single batch or through an in-line system.

  2. 02

    Calculate minimum dose

    Use this to find the lowest amount of bentonite needed to hit stability targets based on your instability scores.

  3. 03

    Estimate lees impact

    This capability predicts how much sediment will form and the resulting wine loss from a bentonite treatment.

  4. 04

    Validate bentonite compatibility

    This capability checks if a specific bentonite type fits your current instability profile and risk constraints.

One connector, every AI

Bentonite Optimization 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 Bentonite Optimization 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 Bentonite Optimization Engine, so you can see the experience inside your AI.

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

Bentonite Optimization Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_SZ54D60l97bo6HMTJPvUmhphbUq0V2QCQTECwuma/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 — Bentonite Optimization Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "bentonite-dose-optimization-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_SZ54D60l97bo6HMTJPvUmhphbUq0V2QCQTECwuma/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 Bentonite Optimization Engine

See all the AI clients this connector works with ↑

Who it's for

Built for the work Bentonite Optimization Engine owners hand off.

This MCP is built for professionals managing wine stability and cellar operations.

  • 01

    Enologists

    They provide instability scores and wine volumes to get precise dosing instructions.

  • 02

    Cellar Managers

    They use the capability to predict sediment impact and plan treatment modes.

  • 03

    Winemakers

    They check clay compatibility to ensure protein stability without excessive loss.

FAQ

Questions Bentonite Optimization Engine owners ask.

  • 01

    How does this MCP help reduce wine loss?

    It uses the calculate_minimum_dose capability to find the lowest amount of bentonite required to reach stability, preventing the over-dosing that leads to excess wine loss.

  • 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

    What kind of data do I need to provide?

    You typically need to provide the wine volume, instability scores, and your specific risk tolerance or clay type.

  • 04

    Does it predict sediment volume?

    Yes, the estimate_lees_impact capability predicts the physical consequences of the treatment, including sediment volume and wine loss.

  • 05

    Can it help choose between batch and in-line processing?

    Yes, the recommend_treatment_mode capability advises whether a single batch or an in-line system is better for the treatment.

  • 06

    How does this capability help prevent overfining?

    The calculate_minimum_dose capability incorporates a risk tolerance parameter, allowing you to adjust the dosage to avoid stripping desirable proteins and flavors.

  • 07

    Can I predict how much wine I will lose during treatment?

    Yes, by using the estimate_lees_impact capability, you can calculate the estimated wine loss resulting from the volume of lees generated by your bentonite dose.

  • 08

    What is the difference between batch and in-line treatment?

    The recommend_treatment_mode capability advises whether to use batch treatment for smaller volumes or in-line treatment for large volumes requiring high precision.

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