
Connect Darcy Flow Equation 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. Get precise flow rates and pressure profiles in seconds.
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.
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 Darcy Flow Engine.
- 01
Calculate radial flow
This capability calculates flow rates and pressure characteristics for fluids moving in circular or cylindrical patterns. It is designed for radial movement, such as fluid moving around a wellbore.
- 02
Compare flow regimes
This capability compares flow rates between steady-state and pseudo-steady state conditions. Use it to evaluate how different flow regimes impact your results.
- 03
Get pressure profile
This capability finds the specific pressure value at a designated point along a flow path. It allows you to pinpoint pressure at any given distance or radius.
- 04
Calculate linear flow
This capability computes the flow rate, velocity, and pressure profile for fluids moving through uniform channels. It is built for linear flow scenarios.
Real work
What teams actually run
Wellbore Analysis
Calculate radial flow rates and pressure characteristics around a wellbore.
Channel Flow Modeling
Determine velocity and pressure profiles for fluid in uniform channels.
Flow Regime Evaluation
Compare steady-state and pseudo-steady state conditions to understand flow impacts.
Pressure Mapping
Find exact pressure values at specific points along a flow path.
One connector, every AI
Darcy Flow 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.
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 Darcy Flow 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
884ms average. Fast in production.
Darcy Flow Engine is checked daily against the live service.
- Fastest day
- 795ms
- Slowest day
- 1056ms
- 14-day trend
- Stable-1%
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 Darcy Flow Engine, so you can see the experience inside your AI.
It does not authenticate your account with Darcy Flow Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Darcy Flow Engine Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_b1I175CfLFJHzZGmp7Cu23YcumvkpNdiKLDjU91y/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 — Darcy Flow Engine capabilities are ready to use.
{
"mcpServers": {
"darcy-flow-equation-engine-mcp": {
"url": "https://edge.vinkius.com/vk_preview_b1I175CfLFJHzZGmp7Cu23YcumvkpNdiKLDjU91y/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 Darcy Flow Engine in Claude and other AIs
Who it's for
Built for the work Darcy Flow Engine owners hand off.
This MCP is built for engineers working with fluid movement in porous media. It allows technical professionals to offload complex Darcy's Law calculations to their AI agents.
- 01
Petroleum Engineers
They hand off wellbore radial flow and pressure profile calculations to the agent.
- 02
Geophysicists
They use the capability to model fluid movement through various geological structures.
- 03
Hydraulic Engineers
They use the linear flow capabilities to analyze fluid through uniform channels.
FAQ
Questions Darcy Flow Engine owners ask.
- 01
What kind of flow can this MCP calculate?
It handles both linear flow through uniform channels and radial flow in cylindrical patterns.
- 02
Does this work with Claude or Cursor?
Yes, it works with any MCP-compatible client including Claude, Cursor, and Windsurf.
- 03
Can I find pressure at a specific distance?
Yes, you can use the get_pressure_profile capability to find pressure at any given distance or radius.
- 04
What is the difference between the flow regimes?
The compare_flow_regimes capability allows you to evaluate the difference between steady-state and pseudo-steady state conditions.
- 05
Do I need to host the math engine myself?
No, Vinkius hosts and manages the MCP so it is ready to use immediately after you connect.
- 06
What geometries are supported?
The engine supports both linear flow through uniform channels and radial flow through cylindrical patterns.
- 07
Can I compare steady-state and pseudo-steady state conditions?
Yes, you can use the compare_flow_regimes capability to see the percentage difference in flow rates between these two states.
- 08
How do I find the pressure at a specific distance?
Use the get_pressure_profile capability by providing the geometry, physical constants, and the specific target point.
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Connect Darcy Flow Engine to Claude, Cursor, ChatGPT & more
