What can this MCP do for red wine production?

It models anthocyanin extraction and pigment evolution to help predict color intensity and long-term stability during fermentation.

Which AI clients can use this MCP?

You can use this MCP with any compatible client such as Claude, Cursor, Windsurf, or VS Code.

Can I use this to find the best skin contact time?

Yes, the optimize_contact_duration capability calculates the ideal time to leave skins in contact to reach your target color intensity.

Does it model color stability?

Yes, the simulate_pigment_evolution capability models the transformation of simple anthocyanins into stable polymeric pigments.

How do I get started?

Simply subscribe via Vinkius and connect your client once to access the hosted capabilities.

How can I predict the final color of my wine?

You can use predict_color_intensity after obtaining the concentration data from get_anthocyanin_profile to estimate the visual depth and stability.

Can I optimize skin contact time?

Yes, the optimize_contact_duration capability calculates the minimum time required to reach your specific target color intensity based on grape variety and fermentation conditions.

Does temperature affect the results?

Yes, temperature is a key input for get_anthocyanin_profile and optimize_contact_duration as it directly influences the diffusion kinetics of pigment extraction.

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Connect Wine Color Extraction Model 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 pigment kinetics and color stability during fermentation.

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.

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.

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 Color Extraction Model.

01
Get anthocyanin profile
This capability predicts anthocyanin concentrations at different stages of the fermentation process.
02
Optimize contact duration
Use this to calculate the ideal skin contact time required to reach a specific target color intensity.
03
Predict color intensity
This capability estimates the visual color depth of your wine based on current extraction parameters.
04
Simulate pigment evolution
This capability models the transformation of simple anthocyanins into stable polymeric pigments.

Real work

What teams actually run

Targeting Color Intensity

Calculate the exact hours of skin contact needed to reach a specific color depth for a new vintage.

Stability Forecasting

Model how pigments will evolve into stable polymers to predict color longevity.

Fermentation Monitoring

Track predicted anthocyanin levels as fermentation progresses through different stages.

Parameter Adjustment

Adjust ethanol levels or temperature in your model to see how they impact color extraction.

One connector, every AI

Wine Color Extraction Model 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.

Building your own app? The connector is yours to use.

You don't need a client to put Wine Color Extraction Model 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

837ms average. Fast in production.

Wine Color Extraction Model is checked daily against the live service.

Daily averagePeak 1132ms

Oct 3Today

Fastest day: 691ms
Slowest day: 1132ms
14-day trend: Slowing+22%

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 Color Extraction Model, so you can see the experience inside your AI.

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

Wine Color Extraction Model Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_wB7Ak5XQNSyIsTBLmVHf0AyEt9u8oTdOO5M5rGao/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Wine Color Extraction Model capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "wine-color-extraction-model-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wB7Ak5XQNSyIsTBLmVHf0AyEt9u8oTdOO5M5rGao/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 Color Extraction Model in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Wine Color Extraction Model owners hand off.

This MCP is built for professionals managing red wine production and fermentation chemistry.

01
Winemakers
They use the capability to decide on skin contact times and fermentation parameters.
02
Enologists
They rely on the pigment evolution models to predict long-term wine stability.
03
Fermentation Researchers
They use the kinetic modeling capabilities to study anthocyanin extraction patterns.

FAQ

Questions Wine Color Extraction Model owners ask.

01
What can this MCP do for red wine production?
It models anthocyanin extraction and pigment evolution to help predict color intensity and long-term stability during fermentation.
02
Which AI clients can use this MCP?
You can use this MCP with any compatible client such as Claude, Cursor, Windsurf, or VS Code.
03
Can I use this to find the best skin contact time?
Yes, the optimize_contact_duration capability calculates the ideal time to leave skins in contact to reach your target color intensity.
04
Does it model color stability?
Yes, the simulate_pigment_evolution capability models the transformation of simple anthocyanins into stable polymeric pigments.
05
How do I get started?
Simply subscribe via Vinkius and connect your client once to access the hosted capabilities.
06
How can I predict the final color of my wine?
You can use predict_color_intensity after obtaining the concentration data from get_anthocyanin_profile to estimate the visual depth and stability.
07
Can I optimize skin contact time?
Yes, the optimize_contact_duration capability calculates the minimum time required to reach your specific target color intensity based on grape variety and fermentation conditions.
08
Does temperature affect the results?
Yes, temperature is a key input for get_anthocyanin_profile and optimize_contact_duration as it directly influences the diffusion kinetics of pigment extraction.

Explore

More in Data Science

Connect Wine Color Extraction Model to Claude, Cursor, ChatGPT & more

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

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Get anthocyanin profile

Optimize contact duration

Predict color intensity

Simulate pigment evolution

What teams actually run

Targeting Color Intensity

Stability Forecasting

Fermentation Monitoring

Parameter Adjustment

Building your own app? The connector is yours to use.

Wine Color Extraction Model Connector

Claude Desktop

Winemakers

Enologists

Fermentation Researchers

What can this MCP do for red wine production?

Which AI clients can use this MCP?

Can I use this to find the best skin contact time?

Does it model color stability?

How do I get started?

How can I predict the final color of my wine?

Can I optimize skin contact time?

Does temperature affect the results?

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