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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Crossflow Filtration Optimizer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Balance wine throughput against membrane fouling in real time.

Included with plan

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

Complete set · 4 capabilities

The complete Crossflow Filtration Optimizer capability set.

These are the exact actions your AI can choose when you ask it to work with Crossflow Filtration Optimizer.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Crossflow Filtration Optimizer.

  1. 01

    Evaluate fouling risk

    This capability assesses how likely a specific wine profile is to cause rapid, irreversible fouling. It uses your wine's composition to flag high-risk batches.

  2. 02

    Get current flux

    This capability calculates your immediate filtration performance. It looks at your current operating settings to report real-time flux.

  3. 03

    Optimize parameters

    This capability suggests the best velocity and pressure settings. It aims to maximize your throughput while protecting the membrane.

  4. 04

    Predict membrane life

    This capability estimates the remaining operational time for your membrane. It helps you plan for cleaning or replacement before a failure occurs.

One connector, every AI

Crossflow Filtration Optimizer 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 Crossflow Filtration Optimizer 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.

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

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

Crossflow Filtration Optimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_PBa3eoKi6GUczBl70dWmBBxhGs7dUGhiaqNxCgrY/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 — Crossflow Filtration Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "crossflow-filtration-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_PBa3eoKi6GUczBl70dWmBBxhGs7dUGhiaqNxCgrY/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? How to give Claude access to Crossflow Filtration Optimizer

See all the AI clients this connector works with ↑

Who it's for

Built for the work Crossflow Filtration Optimizer owners hand off.

This MCP is built for professionals managing industrial filtration processes in the wine industry.

  • 01

    Winemakers

    They use the AI to adjust filtration settings based on specific wine batches.

  • 02

    Production Managers

    They rely on the AI to schedule membrane maintenance and prevent downtime.

  • 03

    Enologists

    They use the capability to analyze how wine composition affects filtration efficiency.

FAQ

Questions Crossflow Filtration Optimizer owners ask.

  • 01

    How does this MCP help with membrane fouling?

    It analyzes wine composition, like polysaccharides and colloids, to evaluate the risk of fouling and suggests settings to prevent it.

  • 02

    Which AI clients can I use with this MCP?

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

  • 03

    Can I use this to predict when to clean my membranes?

    Yes, the predict_membrane_life capability estimates how much longer a membrane can operate before it requires cleaning or replacement.

  • 04

    Does this MCP work with my existing filtration hardware?

    This MCP provides the data and optimized settings for your agent to suggest; you then apply those settings to your hardware.

  • 05

    What data do I need to provide for optimization?

    You typically provide wine composition (colloids and polysaccharides) and current operating settings like velocity and pressure.

  • 06

    How can I maximize my filtration throughput?

    You can use the optimize_parameters capability to find the best combination of crossflow velocity and transmembrane pressure to meet your target throughput while respecting membrane life constraints.

  • 07

    How do I know when to replace my membrane?

    The predict_membrane_life capability analyzes your flux history and current operating conditions to provide an estimated replacement date and remaining days of useful operation.

  • 08

    Can I assess the risk of fouling for a new batch of wine?

    Yes, the evaluate_fouling_risk capability assesses the likelihood of rapid fouling based on the wine's organic composition and your planned crossflow velocity.

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