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Connect Wine Volatile Acidity 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. Keep your fermentation on track and meet legal standards.

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 VA Predictor.

  1. 01

    Predict va increase

    This capability estimates the total increase in volatile acidity expected by the time fermentation finishes.

  2. 02

    Analyze stuck fermentation risk

    Use this to evaluate how much VA might accumulate if your fermentation becomes stuck.

  3. 03

    Check legal compliance

    This capability checks if your predicted VA levels meet the specific regulatory standards for your region.

  4. 04

    Get corrective actions

    This capability provides immediate steps to mitigate VA formation based on your current fermentation trends.

Real work

What teams actually run

01

Compliance Checking

Verify if a batch will meet European or other regional VA limits before bottling.

02

Stuck Fermentation Management

Assess the risk of VA buildup when fermentation slows down unexpectedly.

03

Real-time Mitigation

Get immediate instructions to lower temperature or add SO2 when VA trends rise.

04

Batch Forecasting

Estimate the final VA profile using initial readings and environmental factors.

One connector, every AI

Wine VA 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 VA 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

903ms average. Fast in production.

Wine VA Predictor is checked daily against the live service.

Daily averagePeak 1155ms
Oct 3Today
Fastest day
712ms
Slowest day
1155ms
14-day trend
Slowing+15%

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

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

Wine VA Predictor Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_LITdNobsXapxo5YGJnDpfC7f7CSpFfuOrM0sLgdu/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 VA Predictor capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "wine-volatile-acidity-predictor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_LITdNobsXapxo5YGJnDpfC7f7CSpFfuOrM0sLgdu/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 VA Predictor in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Wine VA Predictor owners hand off.

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

  • 01

    Winemakers

    They hand off fermentation data to the AI to monitor acidity trends.

  • 02

    Enologists

    They use the capability to assess bacterial risks and spoilage potential.

  • 03

    Quality Control Managers

    They rely on the capability to ensure batches meet regional legal standards.

FAQ

Questions Wine VA Predictor owners ask.

  • 01

    How does the MCP predict volatile acidity?

    It analyzes variables like temperature, oxygen exposure, and contamination risk to estimate the total increase in VA by the end of fermentation.

  • 02

    Can I check if my wine meets European standards?

    Yes, you can use the check_legal_compliance capability to see if your predicted VA levels stay within regional limits.

  • 03

    What happens if my fermentation gets stuck?

    You can use the analyze_stuck_fermentation_risk capability to see how much VA might accumulate during that period.

  • 04

    Does this MCP work with Claude?

    Yes, it works with any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 05

    What kind of corrective actions does it suggest?

    The capability suggests immediate interventions like lowering the temperature or adding SO2 based on your current data.

  • 06

    How can I check if my wine will meet US regulations?

    You can use the check_legal_compliance capability by providing the predicted VA level and setting the region to 'USA'.

  • 07

    What should I do if my predicted VA is too high?

    Use the get_corrective_actions capability. It will analyze current trends and suggest interventions like lowering the fermentation temperature or adding SO2.

  • 08

    Can this capability help with stuck fermentation?

    Yes, the analyze_stuck_fermentation_risk capability specifically evaluates the risk of VA accumulation if fermentation ceases prematurely.

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