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Connect Membrane Filtration Design 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. Calculate and optimize filtration system parameters 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 Membrane Filtration Design.

  1. 01

    Get system capacity

    This capability calculates the exact membrane surface area needed to hit your target volumetric flow rate.

  2. 02

    Optimize flux settings

    Use this to find the best operating flux that keeps productivity high without triggering concentration polarization.

  3. 03

    Calculate polarization impact

    This capability estimates how much solute will build up at the membrane surface due to polarization effects.

  4. 04

    Validate membrane suitability

    This capability checks if a specific membrane type can actually handle your feed characteristics and separation goals.

Real work

What teams actually run

01

New System Design

Determine the total membrane area required for a specific volumetric flow requirement.

02

Fouling Mitigation

Calculate how much solute buildup will occur to prevent concentration polarization.

03

Membrane Selection

Verify if an RO or NF membrane can handle a specific feed characteristic.

04

Process Tuning

Find the sweet spot for operating flux to maximize output without damaging the system.

One connector, every AI

Membrane Filtration Design 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 Membrane Filtration Design 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

910ms average. Fast in production.

Membrane Filtration Design is checked daily against the live service.

Daily averagePeak 1027ms
Oct 3Today
Fastest day
732ms
Slowest day
1027ms
14-day trend
Stable-2%

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

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

Membrane Filtration Design Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_HyXCko4zlTkNskvgmrOze9cSdJj0KIfdZhUhRq7a/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 — Membrane Filtration Design capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "membrane-filtration-design-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_HyXCko4zlTkNskvgmrOze9cSdJj0KIfdZhUhRq7a/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 Membrane Filtration Design in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Membrane Filtration Design owners hand off.

This MCP is built for engineers working in water treatment, chemical processing, or fluid dynamics.

  • 01

    Chemical Engineer

    Hands off system sizing and flux optimization tasks to the agent.

  • 02

    Process Designer

    Uses the capability to validate membrane choices for new system builds.

  • 03

    Water Treatment Specialist

    Relies on the agent to model polarization impacts in existing plants.

FAQ

Questions Membrane Filtration Design owners ask.

  • 01

    What types of filtration does this MCP support?

    It supports Microfiltration (MF), Ultrafiltration (UF), Nanofiltration (NF), and Reverse Osmosis (RO).

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can use this with any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 03

    How does it help with concentration polarization?

    It uses the calculate_polarization_impact capability to estimate solute buildup and the optimize_flux_settings capability to find a safe operating flux.

  • 04

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you. You just connect and use it.

  • 05

    What is the main use for the get_system_capacity capability?

    It is used to calculate the required membrane surface area to meet a specific volumetric flow requirement.

  • 06

    What membrane types are supported?

    The server supports Microfiltration (MF), Ultrafiltration (UF), Nanofiltration (NF), and Reverse Osmosis (RO).

  • 07

    How do I calculate the required surface area?

    You can use the get_system_capacity capability by providing the target flow rate and the desired design flux.

  • 08

    Can this capability help with concentration polarization?

    Yes, the calculate_polarization_impact capability estimates the increase in solute concentration at the membrane surface.

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