
Connect Reactor Design PFR 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. Calculate reactor performance and physical parameters with your agent.
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.

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.
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.
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.
01-04
4 capabilities in this set.
Part of 4 available through Reactor Design PFR.
- 01
Calculate residence time
This capability calculates how long a fluid element stays inside the reactor.
- 02
Estimate pressure drop
Use this to find the pressure loss caused by fluid resistance within the reactor.
- 03
Get reactor volume
This capability determines the physical size a reactor needs to hit a specific conversion target.
- 04
Simulate temperature profile
This capability predicts how temperature shifts as the reaction moves through the reactor.
Real work
What teams actually run
Reactor Sizing
Determine the exact volume needed to achieve a target conversion rate.
Thermal Management
Predict temperature fluctuations to prevent overheating during a reaction.
System Resistance Checks
Calculate pressure drops to ensure pump requirements are met.
Residence Time Optimization
Verify that fluid stays in the reactor long enough for the reaction to complete.
One connector, every AI
Reactor Design PFR 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Reactor Design PFR 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
890ms average. Fast in production.
Reactor Design PFR is checked daily against the live service.
- Fastest day
- 706ms
- Slowest day
- 1083ms
- 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 Reactor Design PFR, so you can see the experience inside your AI.
It does not authenticate your account with Reactor Design PFR. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Reactor Design PFR Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_yVwvQ4zYf3s9HOjZIwk85Ah2tbMRdnqPLiaDtym4/mcpClaude 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 — Reactor Design PFR capabilities are ready to use.
{
"mcpServers": {
"reactor-design-pfr-mcp": {
"url": "https://edge.vinkius.com/vk_preview_yVwvQ4zYf3s9HOjZIwk85Ah2tbMRdnqPLiaDtym4/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 Reactor Design PFR in Claude and other AIs
Who it's for
Built for the work Reactor Design PFR owners hand off.
This MCP is built for engineers working with continuous flow chemical processes.
- 01
Chemical Engineers
They hand off kinetic and flow data to the AI to get rapid reactor sizing results.
- 02
Process Designers
They use the capability to check pressure drops and thermal profiles during the design phase.
- 03
Reaction Engineers
They use the residence time and volume capabilities to optimize reaction conversion.
FAQ
Questions Reactor Design PFR owners ask.
- 01
What kind of reactors does this MCP support?
This MCP is specifically designed for Plug Flow Reactor (PFR) calculations.
- 02
How do I use this with my AI client?
You connect your client to Vinkius, which hosts the MCP. Once connected, your agent can call the capabilities directly.
- 03
Can I calculate pressure drops?
Yes, you can use the estimate_pressure_drop capability to find the loss in pressure due to reactor resistance.
- 04
Does this MCP handle temperature changes?
Yes, the simulate_temperature_profile capability predicts how temperature changes as the reaction progresses.
- 05
What data do I need for reactor volume?
You will need to provide target conversion, reaction rate, and flow rate to the get_reactor_volume capability.
- 06
How do I calculate the required reactor size?
You can use the get_reactor_volume capability by providing the target conversion, reaction rate, and volumetric flow rate.
- 07
Can I predict temperature changes during the reaction?
Yes, the simulate_temperature_profile capability predicts how temperature changes along the reactor based on heat of reaction and fluid properties.
- 08
Does this capability account for pressure loss?
Yes, use estimate_pressure_drop to calculate the pressure loss based on reactor geometry and fluid density/viscosity.
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Connect Reactor Design PFR to Claude, Cursor, ChatGPT & more
