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Connect Wine Fermentation Vessel Sizing 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. Plan your harvest capacity and tank usage with precision.

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 Fermentation Sizing.

  1. 01

    Optimize segregation strategy

    This capability evaluates how separating different lots affects your total tank requirements.

  2. 02

    Calculate total capacity

    This capability determines the total aggregate volume of fermentation vessels you need for the entire harvest.

  3. 03

    Generate tank distribution

    This capability suggests an optimal mix of tank sizes to fit a specific number of lots.

  4. 04

    Simulate crush pad schedule

    This capability predicts when tanks will be free and tracks vessel occupancy throughout the harvest period.

Real work

What teams actually run

01

Pre-Harvest Planning

Calculate total cellar capacity before the season starts based on expected tonnage.

02

Lot Management

Determine the best tank mix to keep specific lots separate without wasting space.

03

Bottleneck Prevention

Predict when tanks will clear to ensure the crush pad stays moving during peak arrivals.

04

Equipment Optimization

Match your specific number of lots to the most efficient combination of tank sizes.

One connector, every AI

Wine Fermentation Sizing 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 Fermentation Sizing 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

873ms average. Fast in production.

Wine Fermentation Sizing is checked daily against the live service.

Daily averagePeak 1060ms
Oct 3Today
Fastest day
710ms
Slowest day
1060ms
14-day trend
Improving-6%

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 Fermentation Sizing, so you can see the experience inside your AI.

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

Wine Fermentation Sizing Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_fhkyLulhjSC5HqYUjkPGmMWN5KfxG8PUY1VdDX7L/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 Fermentation Sizing capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "wine-fermentation-vessel-sizing-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_fhkyLulhjSC5HqYUjkPGmMWN5KfxG8PUY1VdDX7L/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 Fermentation Sizing in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Wine Fermentation Sizing owners hand off.

This MCP is built for winery operations teams managing the logistics of a harvest.

  • 01

    Winemakers

    They use it to plan lot segregation and tank needs for specific varietals.

  • 02

    Cellar Managers

    They use it to manage tank availability and crush pad flow.

  • 03

    Harvest Coordinators

    They use it to schedule incoming tonnage against available vessel capacity.

FAQ

Questions Wine Fermentation Sizing owners ask.

  • 01

    How does this MCP help with winery harvest?

    It provides capabilities to calculate fermentation volumes, plan tank distributions, and predict when equipment will be available for new fruit.

  • 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

    What is an expansion factor in these calculations?

    The expansion factor accounts for the extra volume needed for cap expansion during fermentation, which this MCP uses to determine total capacity requirements.

  • 04

    How does it prevent crush pad bottlenecks?

    By simulating the crush pad schedule, the MCP predicts when tanks will become available, helping you avoid a backlog of fruit.

  • 05

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.

  • 06

    How does cap expansion affect my tank requirements?

    During fermentation, solids rise to form a cap. The calculate_total_capacity_requirements capability uses an expansion factor to ensure you have enough headspace to prevent overflow.

  • 07

    Can I plan for different grape batches?

    Yes, you can use generate_tank_distribution to assign specific tank sizes to different lots, ensuring proper segregation.

  • 08

    How do I know when a tank will be free for the next lot?

    The simulate_crush_pad_schedule capability predicts tank availability based on your fermentation duration and daily tonnage arrival rates.

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