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Connect Wine Clarification Rate Predictor to your AI

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Calculate settling times and optimize fining methods using fluid dynamics.

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

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Wine Clarification Predictor.

  1. 01

    Calculate centrifuge performance

    This capability estimates how much volume and speed you can expect when using mechanical centrifugation.

  2. 02

    Calculate fining impact

    This capability predicts the increase in clarification speed after you add bentonite to the wine.

  3. 03

    Optimize method selection

    This capability recommends the best settling method, such as gravity or centrifuge, based on the current state of the wine.

  4. 04

    Predict settling time

    This capability determines the time required for the wine to reach a specific target clarity level.

Real work

What teams actually run

01

Production Scheduling

Predict when a wine will be clear enough for the next stage of production.

02

Fining Optimization

Determine the exact impact of bentonite to avoid over-fining or slow settling.

03

Equipment Planning

Calculate if a centrifuge can handle the required throughput for a specific batch.

04

Method Comparison

Decide between gravity settling and mechanical methods based on speed requirements.

One connector, every AI

Wine Clarification Predictor 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 Clarification Predictor 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

857ms average. Fast in production.

Wine Clarification Predictor is checked daily against the live service.

Daily averagePeak 1059ms
Oct 3Today
Fastest day
709ms
Slowest day
1059ms
14-day trend
Slowing+21%

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 Clarification Predictor, so you can see the experience inside your AI.

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

Wine Clarification Predictor Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_bdMiRo4vgPORvWIv3aBkPd15LtyiaM2etvzQvzOw/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 Clarification Predictor capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "wine-clarification-rate-predictor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_bdMiRo4vgPORvWIv3aBkPd15LtyiaM2etvzQvzOw/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? Set up Wine Clarification Predictor in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Wine Clarification Predictor owners hand off.

This MCP is built for professionals managing wine production and clarification workflows.

  • 01

    Winemakers

    They hand off particle and viscosity data to get settling estimates.

  • 02

    Enologists

    They use the capability to model the chemical impact of fining agents.

  • 03

    Cellar Managers

    They use it to plan mechanical throughput and scheduling.

FAQ

Questions Wine Clarification Predictor owners ask.

  • 01

    What math does this MCP use for predictions?

    The MCP applies Stokes' Law to account for particle size distribution, viscosity, and temperature.

  • 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

    Does this help with bentonite usage?

    Yes, you can use the fining impact capability to predict how much bentonite will increase settling velocity.

  • 04

    How do I choose between a centrifuge and gravity settling?

    You can use the method selection capability to compare the two based on your speed or cost priorities.

  • 05

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use once you connect.

  • 06

    How does temperature affect the prediction?

    Temperature influences wine viscosity. As temperature increases, viscosity typically decreases, which accelerates the settling velocity of particles.

  • 07

    Can I compare different settling methods?

    Yes, you can use optimize_method_selection to compare Gravity, Centrifuge, and Flotation based on whether you prioritize speed or cost.

  • 08

    What is the purpose of the bentonite capability?

    The calculate_fining_impact capability predicts how much the clarification speed will increase when bentonite is added to the wine.

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