What AI clients can I use with this MCP?

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

Do I need to host the simulation engine myself?

No, Vinkius hosts and manages the MCP for you. You just connect and start using the capabilities.

Can I use this to design injection patterns?

Yes, you can use the sweep efficiency and injection requirement capabilities to assist in pattern design and strategy optimization.

What kind of data can the agent forecast?

The agent can forecast cumulative oil recovery and the evolution of water cut over a specified time period.

Is this for real-time reservoir monitoring?

The MCP allows you to get saturation profiles and monitor fluid distribution at specific points in the flood cycle.

How can I forecast oil recovery over time?

You can use the predict_recovery_evolution capability by providing reservoir properties, pattern design, injection rate, relative permeability, and the desired time steps.

Can I calculate the required water injection volume?

Yes, the calculate_injection_requirements capability determines the total water volume and daily rate needed to meet specific production targets.

How do I check the reservoir saturation levels?

The get_saturation_profile capability provides the distribution of oil and water saturation at any specific point in the flood cycle.

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Connect Waterflood Performance Prediction 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. Model reservoir recovery and injection requirements through your AI client.

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.

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 Waterflood Simulation Engine.

01
Analyze sweep efficiency
This capability evaluates how effectively injected water covers the reservoir's area and vertical thickness.
02
Calculate injection requirements
Use this to find the specific water volumes needed to maintain reservoir pressure or hit production targets.
03
Get saturation profile
This capability provides the distribution of oil and water saturation at any given point in the flood cycle.
04
Predict recovery evolution
This capability forecasts cumulative oil recovery and water cut over a set timeframe.

Real work

What teams actually run

Pattern Design Optimization

Use the MCP to test how different injection rates affect sweep efficiency in a five-spot pattern.

Production Forecasting

Predict future oil recovery and water cut to plan field economics.

Pressure Maintenance Planning

Calculate the exact amount of water to inject to keep reservoir pressure stable.

Saturation Monitoring

Check the oil and water saturation distribution to identify bypassed oil.

One connector, every AI

Waterflood Simulation 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.

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

You don't need a client to put Waterflood Simulation 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

918ms average. Fast in production.

Waterflood Simulation Engine is checked daily against the live service.

Daily averagePeak 1060ms

Oct 3Today

Fastest day: 745ms
Slowest day: 1060ms
14-day trend: Slowing+13%

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 Waterflood Simulation Engine, so you can see the experience inside your AI.

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

Waterflood Simulation Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_FKUBAI7kUOx1vzFfBvzdzfWwNY5G5MBaVnLZSdMP/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 — Waterflood Simulation Engine capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "waterflood-performance-prediction-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_FKUBAI7kUOx1vzFfBvzdzfWwNY5G5MBaVnLZSdMP/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 Waterflood Simulation Engine in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Waterflood Simulation Engine owners hand off.

This MCP is built for petroleum engineers and reservoir specialists who need to run rapid simulations.

01
Reservoir Engineer
Hands off pattern design and injection strategy optimization to the AI.
02
Production Engineer
Uses the capability to monitor fluid distribution and water cut evolution.
03
Asset Manager
Relies on recovery forecasts to plan long-term field development.

FAQ

Questions Waterflood Simulation Engine owners ask.

01
What AI clients can I use with this MCP?
You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.
02
Do I need to host the simulation engine myself?
No, Vinkius hosts and manages the MCP for you. You just connect and start using the capabilities.
03
Can I use this to design injection patterns?
Yes, you can use the sweep efficiency and injection requirement capabilities to assist in pattern design and strategy optimization.
04
What kind of data can the agent forecast?
The agent can forecast cumulative oil recovery and the evolution of water cut over a specified time period.
05
Is this for real-time reservoir monitoring?
The MCP allows you to get saturation profiles and monitor fluid distribution at specific points in the flood cycle.
06
How can I forecast oil recovery over time?
You can use the predict_recovery_evolution capability by providing reservoir properties, pattern design, injection rate, relative permeability, and the desired time steps.
07
Can I calculate the required water injection volume?
Yes, the calculate_injection_requirements capability determines the total water volume and daily rate needed to meet specific production targets.
08
How do I check the reservoir saturation levels?
The get_saturation_profile capability provides the distribution of oil and water saturation at any specific point in the flood cycle.

Explore

More in Energy

Connect Waterflood Simulation Engine 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 sweep efficiency

Calculate injection requirements

Get saturation profile

Predict recovery evolution

What teams actually run

Pattern Design Optimization

Production Forecasting

Pressure Maintenance Planning

Saturation Monitoring

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

Waterflood Simulation Engine Connector

Claude Desktop

Reservoir Engineer

Production Engineer

Asset Manager

What AI clients can I use with this MCP?

Do I need to host the simulation engine myself?

Can I use this to design injection patterns?

What kind of data can the agent forecast?

Is this for real-time reservoir monitoring?

How can I forecast oil recovery over time?

Can I calculate the required water injection volume?

How do I check the reservoir saturation levels?

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