What AI clients can I use with this MCP?

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

Do I need to host the MCP myself?

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

Can this MCP calculate Ziegler-Nichols tuning?

Yes, the calculate_controller_tuning capability can determine optimal PID parameters for your process model.

How does it handle loop stability?

The analyze_loop_stability capability evaluates stability by analyzing process lag and dead time.

Can I use this for valve sizing?

Yes, the size_control_valve capability determines the required capacity to meet your flow demands.

How do I calculate PID parameters?

You can use the calculate_controller_tuning capability. Provide the process gain, time constant, dead time, and your preferred tuning method like Ziegler-Nichols.

Can I check if my control loop is stable?

Yes, use analyze_loop_stability by providing the proportional gain, time constant, and dead time to evaluate oscillation risk.

How do I select the right sensor for my process?

Use the select_sensor_hardware capability. It recommends hardware based on the measured variable, required accuracy, and environmental severity.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Process Control Loop Designer 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. Get precise PID tuning and hardware sizing for industrial loops.

Ask AI about this Connector

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.

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 Process Control Loop Designer.

01
Analyze loop stability
This capability checks if your designed loop will remain stable. It evaluates the risk of oscillation by looking at process lag and dead time.
02
Calculate controller tuning
This capability finds the best PID parameters for your specific process model. It calculates the gains needed to maintain control.
03
Select sensor hardware
This capability recommends specific sensor types. It matches hardware to your process requirements and environmental conditions.
04
Size control valve
This capability calculates the necessary valve capacity. It ensures the hardware can handle your required process flow demands.

Real work

What teams actually run

PID Tuning

You provide a process model and get the proportional, integral, and derivative gains immediately.

Valve Sizing

You input flow rates and pressure drops to find the correct valve capacity.

Stability Verification

You check if a loop will oscillate by providing dead time and lag data.

Sensor Matching

You describe a process environment to get hardware recommendations.

One connector, every AI

Process Control Loop Designer 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.

Building your own app? The connector is yours to use.

You don't need a client to put Process Control Loop Designer 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

866ms average. Fast in production.

Process Control Loop Designer is checked daily against the live service.

Daily averagePeak 1206ms

Oct 14Today

Fastest day: 758ms
Slowest day: 1206ms
14-day trend: Improving-17%

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 Process Control Loop Designer, so you can see the experience inside your AI.

It does not authenticate your account with Process Control Loop Designer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Process Control Loop Designer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_4N4Yvli8cwqgQIOfzS8LdsdKQVK1Of5c8pvac2Fc/mcp

Claude 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 — Process Control Loop Designer capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "process-control-loop-designer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_4N4Yvli8cwqgQIOfzS8LdsdKQVK1Of5c8pvac2Fc/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 Process Control Loop Designer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Process Control Loop Designer owners hand off.

This MCP is built for engineers working in industrial automation and process control.

01
Control Engineers
They hand off process dynamics to the AI to get rapid PID tuning and stability checks.
02
Automation Technicians
They use the capability to verify valve sizing and sensor compatibility on the fly.
03
Systems Integrators
They use it to validate loop designs before physical implementation.

FAQ

Questions Process Control Loop Designer owners ask.

01
What AI clients can I use with this MCP?
You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
02
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect and use it.
03
Can this MCP calculate Ziegler-Nichols tuning?
Yes, the calculate_controller_tuning capability can determine optimal PID parameters for your process model.
04
How does it handle loop stability?
The analyze_loop_stability capability evaluates stability by analyzing process lag and dead time.
05
Can I use this for valve sizing?
Yes, the size_control_valve capability determines the required capacity to meet your flow demands.
06
How do I calculate PID parameters?
You can use the calculate_controller_tuning capability. Provide the process gain, time constant, dead time, and your preferred tuning method like Ziegler-Nichols.
07
Can I check if my control loop is stable?
Yes, use analyze_loop_stability by providing the proportional gain, time constant, and dead time to evaluate oscillation risk.
08
How do I select the right sensor for my process?
Use the select_sensor_hardware capability. It recommends hardware based on the measured variable, required accuracy, and environmental severity.

Explore

More in Engineering

Connect Process Control Loop Designer to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Analyze loop stability

Calculate controller tuning

Select sensor hardware

Size control valve

What teams actually run

PID Tuning

Valve Sizing

Stability Verification

Sensor Matching

Building your own app? The connector is yours to use.

Process Control Loop Designer Connector

Claude Desktop

Control Engineers

Automation Technicians

Systems Integrators

What AI clients can I use with this MCP?

Do I need to host the MCP myself?

Can this MCP calculate Ziegler-Nichols tuning?

How does it handle loop stability?

Can I use this for valve sizing?

How do I calculate PID parameters?

Can I check if my control loop is stable?

How do I select the right sensor for my process?

Process Control Strategy AI Connector

Urea Plant Design Engineer AI Connector

Crystallizer Design Engine AI Connector

Shaking Table Design Engineer AI Connector

Suggestions

Quality Control Chart Design AI Connector

Ethylene Cracker Design Engine AI Connector

Nitric Acid Plant Design Engine AI Connector

Sulfur Recovery Unit Design AI Connector