
Connect Well Inflow Performance Relationship Ipr to your AI
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 oil well inflow and production models instantly.
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 Well Inflow Performance Engine.
- 01
Get maximum flow capacity
This capability calculates the theoretical maximum flow rate, known as the Absolute Open Flow (AOF).
- 02
Calculate ipr parameters
Use this to determine the core inflow performance metrics for any specific well.
- 03
Analyze gas drive impact
This capability evaluates how solution gas drive affects inflow performance during pressure declines.
- 04
Optimize producing rate
This capability identifies the best production rate to balance output against pressure drawdown constraints.
Real work
What teams actually run
Well Performance Modeling
Input reservoir pressure and PI to get immediate IPR parameter results.
Production Optimization
Find the ideal rate to maximize output without violating pressure constraints.
Gas Drive Assessment
Analyze how declining pressure and gas liberation change the inflow profile.
Capacity Planning
Determine the AOF to understand the theoretical limits of a well.
One connector, every AI
Well Inflow Performance 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 Well Inflow Performance 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
885ms average. Fast in production.
Well Inflow Performance Engine is checked daily against the live service.
- Fastest day
- 767ms
- Slowest day
- 1019ms
- 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 Well Inflow Performance Engine, so you can see the experience inside your AI.
It does not authenticate your account with Well Inflow Performance Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Well Inflow Performance Engine Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_YhndZOZsin1EuXa79Xo8VLR1UcBVIFbyxGK4IS1V/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 — Well Inflow Performance Engine capabilities are ready to use.
{
"mcpServers": {
"well-inflow-performance-relationship-ipr-engine-mcp": {
"url": "https://edge.vinkius.com/vk_preview_YhndZOZsin1EuXa79Xo8VLR1UcBVIFbyxGK4IS1V/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 Well Inflow Performance Engine in Claude and other AIs
Who it's for
Built for the work Well Inflow Performance Engine owners hand off.
This MCP is built for petroleum engineers and reservoir specialists who need to run rapid, accurate inflow models.
- 01
Reservoir Engineer
Hands off pressure and PI data to the agent to get quick IPR curves and AOF values.
- 02
Production Engineer
Uses the capability to find optimal production rates and manage drawdown.
- 03
Petroleum Data Analyst
Runs gas drive impact assessments to predict well performance changes.
FAQ
Questions Well Inflow Performance Engine owners ask.
- 01
What models does this MCP use for calculations?
The engine uses Vogel and Fetkovich models to perform inflow performance calculations.
- 02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any compatible client including Claude, Cursor, Windsurf, and VS Code.
- 03
What is the purpose of the optimize_producing_rate capability?
It identifies the best production rate by balancing output against specific pressure drawdown constraints.
- 04
Does this MCP handle two-phase flow?
Yes, the capabilities can identify if a well is in a single-phase or two-phase regime based on the provided pressure data.
- 05
How do I get the Absolute Open Flow (AOF)?
You can use the get_maximum_flow_capacity capability to calculate the theoretical maximum flow rate.
- 06
How does the capability handle two-phase flow?
When the flowing bottomhole pressure drops below the bubble point pressure, the calculate_ipr_parameters capability automatically switches to Vogel's model to account for gas evolution.
- 07
What is Absolute Open Flow (AOF)?
AOF is the theoretical maximum flow rate achievable if the bottomhole pressure were reduced to zero. You can find this using get_maximum_flow_capacity.
- 08
Can I optimize my production rate?
Yes, the optimize_producing_rate capability identifies the highest achievable rate without letting the bottomhole pressure drop below your specified minimum safety threshold.
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Connect Well Inflow Performance Engine to Claude, Cursor, ChatGPT & more
