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Connect Membrane Separation 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. Accurate modeling for membrane systems using transport equations.

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 Separation Design.

  1. 01

    Analyze polarization impact

    This capability analyzes how concentration polarization affects your membrane flux.

  2. 02

    Calculate system sizing

    Use this to find the required membrane area and overall system performance metrics.

  3. 03

    Evaluate fouling risk

    This capability predicts the risk and impact of fouling on your membrane's performance.

  4. 04

    Get separation efficiency metrics

    Get specific data on recovery and rejection for your separation process.

Real work

What teams actually run

01

Initial System Sizing

Determine the required membrane area for a new separation process based on feed and flow requirements.

02

Performance Modeling

Model how concentration polarization will reduce flux in a specific operating environment.

03

Maintenance Planning

Evaluate fouling risks to estimate how quickly membrane performance will decline.

04

Process Optimization

Check recovery and rejection metrics to fine-tune separation efficiency.

One connector, every AI

Membrane Separation 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 Separation 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

888ms average. Fast in production.

Membrane Separation Design is checked daily against the live service.

Daily averagePeak 1036ms
Oct 3Today
Fastest day
710ms
Slowest day
1036ms
14-day trend
Improving-12%

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

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

Membrane Separation Design Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_zF9ZCATkJ2zetY9LZQYoUm8xEVQbNZyd9an5I0dg/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 Separation Design capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "membrane-separation-design-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_zF9ZCATkJ2zetY9LZQYoUm8xEVQbNZyd9an5I0dg/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 Separation Design in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Membrane Separation Design owners hand off.

This MCP is built for engineers working with filtration and fluid dynamics. You can hand off complex transport equation calculations to your agent to speed up the design phase.

  • 01

    Process Engineer

    Uses the capability to size systems and predict operational lifespans.

  • 02

    Chemical Engineer

    Relies on the capability to model concentration polarization and fouling impacts.

  • 03

    Water Treatment Designer

    Uses the capability to calculate membrane area and efficiency metrics for filtration plants.

FAQ

Questions Membrane Separation Design owners ask.

  • 01

    How does this MCP handle flux calculations?

    It uses transport equations to account for concentration polarization, which provides a more realistic flux value than simple models.

  • 02

    Can I use this with Claude or Cursor?

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

  • 03

    What kind of fouling data can I get?

    The capability evaluates fouling risk and can provide an estimated flux decline rate based on your feed conditions.

  • 04

    Does this MCP require me to host anything?

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

  • 05

    What is included in the system sizing capability?

    The sizing capability calculates the required membrane area and provides system performance metrics.

  • 06

    How do I calculate the required membrane area?

    You can use the calculate_system_sizing capability by providing the feed concentration, target permeate concentration, feed flow rate, membrane permeability, and target permeate flow rate.

  • 07

    Can this capability predict fouling issues?

    Yes, the evaluate_fouling_risk capability predicts fouling severity and the estimated flux decline rate based on the feed type, operating pressure, and membrane porosity.

  • 08

    How is separation efficiency measured?

    Efficiency is measured using get_separation_efficiency_metrics, which calculates the rejection coefficient and recovery rate based on the solute mass balance.

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