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Connect Wine Aroma Evolution Modeler to ChatGPT and Claude

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. Predict how chemical changes shape your wine's scent.

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 Aroma Evolution.

  1. 01

    Evaluate aroma character

    This capability turns numerical compound concentrations into a qualitative description of the wine's scent profile. It translates raw data into human-readable sensory characteristics.

  2. 02

    Optimize fermentation parameters

    This capability identifies the best temperature and yeast strain to hit a specific aroma goal. It helps you find the right settings for the profile you want.

  3. 03

    Predict aging evolution

    This capability forecasts how the aroma profile shifts over a set period of aging. It helps you see how scents change as the wine sits in the bottle.

  4. 04

    Simulate fermentation aroma

    This capability predicts the concentrations of volatile compounds right after fermentation finishes. It models the immediate chemical state of the wine.

Real work

What teams actually run

01

Targeting Specific Aromas

You can work backward from a desired fruity or floral profile to find the right fermentation temperature and yeast.

02

Aging Predictions

You can model how ester levels might degrade over a year of aging based on initial concentrations.

03

Fermentation Planning

You can simulate how specific amino acid and thiol precursor levels will impact the final aroma.

04

Data Interpretation

You can hand lab-measured chemical concentrations to your agent to get a descriptive scent profile.

One connector, every AI

Wine Aroma Evolution 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 Aroma Evolution 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

862ms average. Fast in production.

Wine Aroma Evolution is checked daily against the live service.

Daily averagePeak 978ms
Oct 3Today
Fastest day
696ms
Slowest day
978ms
14-day trend
Slowing+5%

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 Aroma Evolution, so you can see the experience inside your AI.

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

Wine Aroma Evolution Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_PSSJl7ZkMfCiCJI5wccn9DeBcgqfqSXEseOEyGzE/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 Aroma Evolution capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "wine-aroma-evolution-modeler-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_PSSJl7ZkMfCiCJI5wccn9DeBcgqfqSXEseOEyGzE/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 Aroma Evolution in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Wine Aroma Evolution owners hand off.

This MCP is built for professionals in enology and wine chemistry who need to model chemical outcomes without manual calculation.

  • 01

    Enologists

    They use the MCP to simulate fermentation outcomes and optimize yeast/temperature settings.

  • 02

    Winemakers

    They use the capability to predict how their wine's scent will change during the aging process.

  • 03

    Wine Chemists

    They use the capability to translate complex chemical data into sensory descriptions.

FAQ

Questions Wine Aroma Evolution owners ask.

  • 01

    How does this MCP help with wine fermentation?

    It allows your agent to simulate how grape precursors transform into volatile compounds like esters and thiols, and helps you find the best temperature and yeast for your target aroma.

  • 02

    Can I predict how wine smells after it ages?

    Yes, you can use the aging evolution capability to forecast how the aroma profile changes over a specific duration of time.

  • 03

    What AI clients can I use with this MCP?

    You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 04

    Does this capability provide sensory descriptions?

    Yes, it includes a capability that translates numerical chemical concentrations into qualitative descriptions of the wine's scent profile.

  • 05

    How do I optimize for a specific aroma?

    You can use the optimization capability to identify the ideal temperature and yeast strain needed to achieve a specific desired aroma profile.

  • 06

    How accurate are the fermentation predictions?

    Predictions are based on kinetic models of precursor conversion and yeast metabolic rates for the specified strains.

  • 07

    Can I optimize for a specific scent profile?

    Yes, you can use optimize_fermentation_parameters to identify the best temperature and yeast strain to reach your target aroma.

  • 08

    Does this model account for aging effects?

    Yes, predict_aging_evolution forecasts how concentrations of esters and thiols change over time due to degradation and oxidation.

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