Use Waterflood Pattern Optimizer with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Optimize waterflood pattern design and predict oil recovery.
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.
Complete set · 4 capabilities
The complete Waterflood Pattern Optimizer capability set.
These are the exact actions your AI can choose when you ask it to work with Waterflood Pattern Optimizer.
01-04
4 capabilities in this set.
Part of 4 available through Waterflood Pattern Optimizer.
- 01
Calculate optimal injection rate
Determines the recommended water injection rate to maintain pressure
- 02
Get pattern efficiency
Calculates the total sweep efficiency for a specific pattern configuration
- 03
Optimize pattern design
Compares multiple pattern types to find the one that maximizes recovery
- 04
Predict recovery volume
Estimates the total volume of oil that can be recovered
One connector, every AI
Waterflood Pattern Optimizer 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 Waterflood Pattern Optimizer 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
1025ms average. Fast in production.
Waterflood Pattern Optimizer is checked daily against the live service.
- Fastest day
- 1025ms
- Slowest day
- 1025ms
- 14-day trend
- Stable0%
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 Pattern Optimizer, so you can see the experience inside your AI.
It does not authenticate your account with Waterflood Pattern Optimizer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Waterflood Pattern Optimizer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_EGS6EyUQLOk5ARRBLTRZQEaXF4skFiaSTmwdyyTw/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 — Waterflood Pattern Optimizer capabilities are ready to use.
{
"mcpServers": {
"waterflood-pattern-optimizer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_EGS6EyUQLOk5ARRBLTRZQEaXF4skFiaSTmwdyyTw/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? link.label
FAQ
Questions Waterflood Pattern Optimizer owners ask.
- 01
How do I find the best pattern for my reservoir?
You can use the optimize_pattern_design capability to compare multiple pattern types against your specific reservoir characteristics and well spacing.
- 02
Can I calculate expected oil recovery?
Yes, the predict_recovery_volume capability estimates the total volume of oil that can be recovered based on initial oil in place and sweep efficiencies.
- 03
What is the purpose of the injection rate capability?
The calculate_optimal_injection_rate capability determines the recommended water injection rate to maintain reservoir pressure effectively.
Explore
More in Engineering
Fractional Flow Equation Toolset AI Connector
Calculate fractional flow curves, breakthrough saturation, and gravity effects in reservoir displacement.
ViewReservoir Simulation Grid Designer AI Connector
Optimizes spatial discretization for reservoir engineering simulations.
ViewBuckley-Leverett Displacement Simulator AI Connector
Models waterflood displacement using Buckley-Leverett theory to predict saturation profiles and breakthrough.
ViewWater Recovery Circuit Designer AI Connector
Models water flow and recycling efficiency for industrial processing plants.
View
Suggestions
Wetland Restoration Hydrology AI Connector
Simulate water budgets, seasonal fluctuations, and vegetation suitability for wetland design.
ViewTile Drain Spacing Calculator AI Connector
Calculate optimal tile drain spacing and water table drawdown dynamics.
ViewMine Water Management System AI Connector
Design mine water infrastructure by calculating storage, treatment, and discharge compliance.
ViewCotton Deficit Irrigation Optimizer AI Connector
Optimize cotton yield and fiber quality using deficit irrigation strategies.
View
