How does this MCP handle filter fouling?

The capability uses fouling factors to adjust the predicted filtration timeline, accounting for the slowdown in throughput as the media clogs.

Can I use this for both DE and crossflow systems?

Yes, the MCP is designed to predict media usage and requirements for both DE and crossflow filtration processes.

What information do I need to provide for equipment sizing?

You typically need to provide the wine volume, initial and target turbidity, and your desired throughput rate.

Does it calculate energy costs?

Yes, you can provide energy costs per hour to get a total operational cost projection for your run.

Which AI clients can use this MCP?

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

How does fouling affect my filtration results?

Fouling increases resistance as particles accumulate on the filter surface. You can use predict_filtration_timeline to see how this affects your total processing time and when you will need to perform regeneration.

Can I calculate costs for cartridge filters?

Yes, you can use calculate_operational_costs for any supported filter type, including cartridge filters, by providing the energy and maintenance costs.

Does this capability support Diatomaceous Earth (DE) calculations?

Yes, the capability is specifically designed to handle DE filtration, including estimate_media_consumption to predict how much filter aid you will need based on turbidity.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Wine Filtration Sizing to ChatGPT, Claude and Gemini

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. Get precise engineering data for your clarification processes.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

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 Filtration Sizing.

01
Predict filtration timeline
This capability estimates your total process duration by factoring in the slowdown caused by membrane fouling.
02
Calculate area requirements
Use this to find the total filtration surface area needed to hit your volume and timeframe targets.
03
Calculate operational costs
This capability generates a financial projection for your specific filtration run.
04
Estimate media consumption
Get a prediction for the amount of consumable media required for processes that need constant replenishment.

Real work

What teams actually run

Pre-Run Planning

Calculate exactly how much DE you need to order before starting a large clarification batch.

Equipment Selection

Determine if your current filter setup has enough surface area to meet a specific throughput goal.

Budgeting

Estimate the total cost of a filtration run by combining media and energy inputs.

Scheduling

Predict when a filtration run will finish by accounting for the slowdown as the filter fouls.

One connector, every AI

Wine Filtration 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.

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

You don't need a client to put Wine Filtration 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

875ms average. Fast in production.

Wine Filtration Sizing is checked daily against the live service.

Daily averagePeak 1018ms

Oct 3Today

Fastest day: 680ms
Slowest day: 1018ms
14-day trend: Stable+3%

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

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

Wine Filtration Sizing Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_9Faf26QG8yamkLs6Dv0LjRoW964YYew5walkwNY0/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 Filtration Sizing capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "wine-filtration-sizing-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_9Faf26QG8yamkLs6Dv0LjRoW964YYew5walkwNY0/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 Filtration Sizing in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Wine Filtration Sizing owners hand off.

This MCP is built for professionals managing wine clarification and filtration workflows.

01
Winemakers
They hand off turbidity and volume data to get equipment sizing and media needs.
02
Cellar Managers
They use the capability to plan labor and consumable schedules for upcoming runs.
03
Enology Engineers
They rely on the kinetic and fouling calculations to optimize filtration parameters.

FAQ

Questions Wine Filtration Sizing owners ask.

01
How does this MCP handle filter fouling?
The capability uses fouling factors to adjust the predicted filtration timeline, accounting for the slowdown in throughput as the media clogs.
02
Can I use this for both DE and crossflow systems?
Yes, the MCP is designed to predict media usage and requirements for both DE and crossflow filtration processes.
03
What information do I need to provide for equipment sizing?
You typically need to provide the wine volume, initial and target turbidity, and your desired throughput rate.
04
Does it calculate energy costs?
Yes, you can provide energy costs per hour to get a total operational cost projection for your run.
05
Which AI clients can use this MCP?
You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
06
How does fouling affect my filtration results?
Fouling increases resistance as particles accumulate on the filter surface. You can use predict_filtration_timeline to see how this affects your total processing time and when you will need to perform regeneration.
07
Can I calculate costs for cartridge filters?
Yes, you can use calculate_operational_costs for any supported filter type, including cartridge filters, by providing the energy and maintenance costs.
08
Does this capability support Diatomaceous Earth (DE) calculations?
Yes, the capability is specifically designed to handle DE filtration, including estimate_media_consumption to predict how much filter aid you will need based on turbidity.

Explore

More in Agriculture

Connect Wine Filtration Sizing 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

Predict filtration timeline

Calculate area requirements

Calculate operational costs

Estimate media consumption

What teams actually run

Pre-Run Planning

Equipment Selection

Budgeting

Scheduling

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

Wine Filtration Sizing Connector

Claude Desktop

Winemakers

Cellar Managers

Enology Engineers

How does this MCP handle filter fouling?

Can I use this for both DE and crossflow systems?

What information do I need to provide for equipment sizing?

Does it calculate energy costs?

Which AI clients can use this MCP?

How does fouling affect my filtration results?

Can I calculate costs for cartridge filters?

Does this capability support Diatomaceous Earth (DE) calculations?

Winery Wastewater Treatment Sizing AI Connector

Wine Yeast Growth Kinetics AI Connector

Wine Transfer Pump Sizing AI Connector

Wine Residual Sugar Kinetics AI Connector

Suggestions

Wine Clarification Rate Predictor AI Connector

Wine Fermentation Thermal Kinetics AI Connector

Wine Aging Kinetics Predictor AI Connector

Wine-Searcher AI Connector