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Connect Crystallizer Design Engine 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. Turn production requirements into precise equipment specifications.

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 Crystallizer Design Engine.

  1. 01

    Calculate thermal requirements

    This capability calculates the heating or cooling capacity required to drive the crystallization process.

  2. 02

    Calculate vessel sizing

    This capability determines the physical dimensions needed for a crystallizer based on your production goals and growth kinetics.

  3. 03

    Evaluate nucleation risk

    This capability assesses if your current design will produce too many fines due to high nucleation rates.

  4. 04

    Optimize residence time

    This capability finds the ideal amount of time crystals should stay in the vessel to hit your target size.

Real work

What teams actually run

01

New Equipment Design

Calculate the necessary vessel volume and height for a new production line.

02

Process Troubleshooting

Determine if high nucleation rates are causing excessive fines in a batch.

03

Capacity Planning

Find the cooling or heating power needed for specific production rates.

04

Product Quality Control

Adjust residence time to ensure the final crystal size meets specifications.

One connector, every AI

Crystallizer Design Engine 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 Crystallizer Design Engine 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

876ms average. Fast in production.

Crystallizer Design Engine is checked daily against the live service.

Daily averagePeak 1002ms
Oct 3Today
Fastest day
687ms
Slowest day
1002ms
14-day trend
Improving-7%

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

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

Crystallizer Design Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_TiEEHyoj5DeWppNTXb6Xad1ek3K7J2I19PxdcCiT/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 — Crystallizer Design Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "crystallizer-design-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_TiEEHyoj5DeWppNTXb6Xad1ek3K7J2I19PxdcCiT/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 Crystallizer Design Engine in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Crystallizer Design Engine owners hand off.

Chemical engineers and process designers use this MCP to automate kinetic-based calculations.

  • 01

    Chemical Engineer

    Hands off production targets to the AI to get equipment specifications.

  • 02

    Process Designer

    Uses the agent to validate vessel sizing and thermal requirements.

  • 03

    Plant Engineer

    Checks nucleation risks to prevent production issues in existing designs.

FAQ

Questions Crystallizer Design Engine owners ask.

  • 01

    What kind of data do I need to size a vessel?

    You need to provide production rates, target crystal sizes, growth rates, and desired residence times.

  • 02

    Can this MCP prevent fine crystal production?

    Yes, by using the nucleation risk capability to check if the nucleation rate is too high relative to the growth rate.

  • 03

    Which AI clients can use this MCP?

    Any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.

  • 04

    Does this capability handle thermal calculations?

    Yes, it includes a capability specifically for calculating the heating or cooling capacity needed for crystallization.

  • 05

    How does it optimize crystal size?

    It uses the residence time optimization capability to find the ideal duration crystals should remain in the vessel.

  • 06

    How do I determine the size of my crystallizer?

    You can use the calculate_vessel_sizing capability. Provide the production rate, target mean size, growth rate, and required residence time to get the volume and height requirements.

  • 07

    Can this capability help prevent small, unwanted crystals?

    Yes. By using evaluate_nucleation_risk, you can assess if your supersaturation levels and nucleation rates will lead to excessive fines.

  • 08

    How is the thermal load calculated?

    The calculate_thermal_requirements capability calculates the necessary cooling or heating power based on solubility delta, production rate, and specific heat capacity.

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