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Connect Wine Tannin Extraction Kinetics 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. Model tannin release from skins and seeds during fermentation.

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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 Tannin Kinetics.

  1. 01

    Predict alcohol influence

    This capability determines how rising alcohol levels change the speed of tannin extraction. It shows how ethanol evolution affects the kinetic rate.

  2. 02

    Simulate extraction kinetics

    This capability predicts the concentration of tannins over a specific timeframe. It uses the biphasic model to map out the release from skins and seeds.

  3. 03

    Calculate optimal maceration

    This capability identifies the best time to stop skin contact. It targets a specific sensory profile based on your desired tannin levels.

  4. 04

    Evaluate varietal impact

    This capability compares how different grape maturity levels affect the final tannin profile. It helps you account for fruit ripeness in your models.

Real work

What teams actually run

01

Optimizing Maceration

Calculate the exact hour to stop skin contact to reach a specific astringency level.

02

Managing High Alcohol Vintages

Predict how rising ethanol levels will speed up tannin extraction during fermentation.

03

Ripeness Assessment

Compare how different grape maturity levels will change the tannin profile of a batch.

04

Tannin Concentration Forecasting

Run simulations to see how much tannin will be present after a set number of hours.

One connector, every AI

Wine Tannin Kinetics 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 Tannin Kinetics 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

886ms average. Fast in production.

Wine Tannin Kinetics is checked daily against the live service.

Daily averagePeak 1153ms
Oct 3Today
Fastest day
691ms
Slowest day
1153ms
14-day trend
Slowing+13%

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 Tannin Kinetics, so you can see the experience inside your AI.

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

Wine Tannin Kinetics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_L3y60sjvfxRvyUTQ1Se7Mq5r44EUjyxjwgbnMZBM/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 Tannin Kinetics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "wine-tannin-extraction-kinetics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_L3y60sjvfxRvyUTQ1Se7Mq5r44EUjyxjwgbnMZBM/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 Tannin Kinetics in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Wine Tannin Kinetics owners hand off.

This MCP is built for professionals managing fermentation kinetics and tannin management.

  • 01

    Enologists

    Use the agent to model tannin concentrations and optimize maceration windows.

  • 02

    Winemakers

    Hand off maturity data to the AI to predict how fruit ripeness affects the final wine.

  • 03

    Fermentation Technicians

    Use the capability to monitor how alcohol evolution impacts extraction speed in real time.

FAQ

Questions Wine Tannin Kinetics owners ask.

  • 01

    What kind of models does this MCP use?

    It uses a biphasic model to simulate how tannins are released from both grape skins and seeds.

  • 02

    Can I use this with Claude or Cursor?

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

  • 03

    How does alcohol affect the extraction in these models?

    The capability can predict how the evolution of alcohol levels alters the speed of tannin extraction.

  • 04

    Does it account for grape maturity?

    Yes, the evaluate_varietal_impact capability allows you to compare how different maturity levels affect the final tannin profile.

  • 05

    How do I get the results?

    Once connected, you simply ask your AI agent to run a simulation or calculation, and it will use the capabilities to provide the data.

  • 06

    How does the biphasic model work?

    The model simulates two stages: a fast initial extraction from grape skins and a slower, more prolonged release from the seeds.

  • 07

    Can I predict the effect of temperature on extraction?

    Yes, by using simulate_extraction_kinetics, you can input different temperature values to see how they accelerate or decelerate the extraction process.

  • 08

    How do I find the best time to stop skin contact?

    Use the calculate_optimal_maceration capability. You provide your target astringency and tannin ratio, and it identifies the optimal contact hours.

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