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Connect Waterflood Pattern Optimizer 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. Run reservoir engineering calculations directly through your AI agent.

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 Pattern Optimizer.

  1. 01

    Calculate optimal injection rate

    This capability finds the recommended water injection rate required to maintain reservoir pressure.

  2. 02

    Get pattern efficiency

    Use this to calculate the total sweep efficiency for a specific pattern configuration.

  3. 03

    Optimize pattern design

    This capability compares different pattern types to identify the arrangement that maximizes oil recovery.

  4. 04

    Predict recovery volume

    This capability estimates the total volume of oil that can be recovered from the reservoir.

Real work

What teams actually run

01

Pattern Selection

Compare 5-spot and 9-spot patterns to see which maximizes recovery.

02

Pressure Maintenance

Find the exact injection rate needed to reach a target reservoir pressure.

03

Recovery Forecasting

Estimate total oil volumes based on sweep and displacement efficiency.

04

Sweep Efficiency Analysis

Check how well a specific pattern configuration will sweep the reservoir.

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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building 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

935ms average. Fast in production.

Waterflood Pattern Optimizer is checked daily against the live service.

Daily averagePeak 1158ms
Oct 3Today
Fastest day
833ms
Slowest day
1158ms
14-day trend
Slowing+8%

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.

Connector linkhttps://edge.vinkius.com/vk_preview_EGS6EyUQLOk5ARRBLTRZQEaXF4skFiaSTmwdyyTw/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Waterflood Pattern Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "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? Set up Waterflood Pattern Optimizer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Waterflood Pattern Optimizer owners hand off.

This MCP is built for petroleum engineers and reservoir specialists who need to run quick technical checks within an AI interface.

  • 01

    Reservoir Engineer

    Uses the MCP to run rapid pattern optimizations and recovery estimates.

  • 02

    Production Engineer

    Uses the capability to calculate injection rates for pressure maintenance.

  • 03

    Field Manager

    Uses the recovery predictions to evaluate field performance.

FAQ

Questions Waterflood Pattern Optimizer owners ask.

  • 01

    What kind of reservoir engineering can this MCP do?

    It handles waterflood pattern optimization, injection rate calculations, sweep efficiency checks, and oil recovery predictions.

  • 02

    Can I compare different pattern types?

    Yes, the optimize_pattern_design capability compares different geometric arrangements to find the best recovery outcome.

  • 03

    How do I use this with my AI client?

    You connect once via Vinkius, and then any MCP-compatible client like Claude or Cursor can use the capabilities.

  • 04

    Does this MCP require me to host anything?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.

  • 05

    Can it help with pressure maintenance?

    Yes, it includes a capability specifically to calculate the optimal injection rate to maintain reservoir pressure.

  • 06

    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.

  • 07

    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.

  • 08

    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.

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