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Connect Drilling Rate Of Penetration Rop Optimize 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. Predict and optimize drilling performance using the Bourgoyne-Young model.

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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 Drilling ROP Optimizer.

  1. 01

    Analyze parameter sensitivity

    This capability identifies whether WOB or RPM has the most significant impact on your current ROP. It helps you decide which variable to adjust first to improve performance.

  2. 02

    Assess bit health impact

    This capability quantifies the efficiency loss caused by bit wear or balling. It shows exactly how much your current bit state is dragging down your theoretical maximum ROP.

  3. 03

    Calculate predicted rop

    This capability calculates the expected Rate of Penetration based on your specific operational inputs. It uses the Bourgoyne-Young framework to provide a baseline prediction.

  4. 04

    Optimize drilling conditions

    This capability suggests the ideal WOB and RPM to hit maximum ROP. It works within the specific constraints you provide to find the best drilling setup.

Real work

What teams actually run

01

Parameter Optimization

Find the best WOB and RPM to maximize ROP when you have specific equipment limits.

02

Bit Wear Analysis

Determine how much bit health is impacting your drilling speed to plan bit changes.

03

Sensitivity Testing

Decide whether to focus on increasing weight or rotation speed to improve penetration.

04

Baseline Predictions

Get a quick ROP estimate based on current formation and mud properties.

One connector, every AI

Drilling ROP 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 Drilling ROP 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

912ms average. Fast in production.

Drilling ROP Optimizer is checked daily against the live service.

Daily averagePeak 1021ms
Oct 3Today
Fastest day
766ms
Slowest day
1021ms
14-day trend
Improving-6%

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 Drilling ROP Optimizer, so you can see the experience inside your AI.

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

Drilling ROP Optimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Qu5zpbdXSx3h7PqxsdWByv4VYN3Tv1vucKOcRh8U/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 — Drilling ROP Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "drilling-rate-of-penetration-rop-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Qu5zpbdXSx3h7PqxsdWByv4VYN3Tv1vucKOcRh8U/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 Drilling ROP Optimizer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Drilling ROP Optimizer owners hand off.

This MCP is built for petroleum engineers and drilling specialists who need to run rapid mathematical models within their AI workflows.

  • 01

    Drilling Engineer

    Uses the capability to optimize drilling parameters and predict performance in real time.

  • 02

    Operations Geologist

    Checks how formation changes will impact the expected rate of penetration.

  • 03

    Data Scientist

    Integrates the Bourgoyne-Young model into larger drilling optimization workflows.

FAQ

Questions Drilling ROP Optimizer owners ask.

  • 01

    What mathematical model does this MCP use?

    This MCP uses the Bourgoyne-Young mathematical framework to perform all ROP calculations and optimizations.

  • 02

    Which AI clients can I use with this MCP?

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

  • 03

    Can I optimize for specific constraints?

    Yes, you can provide maximum WOB and RPM limits, and the capability will suggest the best conditions within those bounds.

  • 04

    Does it account for bit condition?

    Yes, it includes capabilities to assess how tooth wear and bit balling affect your drilling efficiency.

  • 05

    How do I get started?

    Simply subscribe through Vinkius and connect your client. Vinkius hosts and manages the MCP so it is ready to use immediately.

  • 06

    What mathematical model is used for ROP prediction?

    The server utilizes the Bourgoyne-Young model to calculate the Rate of Penetration based on geological, mechanical, and fluid-dynamic variables.

  • 07

    How does bit health affect the results?

    The assess_bit_health_impact capability calculates how tooth wear and bit balling reduce the theoretical maximum ROP, providing an efficiency loss percentage.

  • 08

    Can I find the best drilling parameters for my formation?

    Yes, you can use optimize_drilling_conditions to determine the ideal Weight on Bit (WOB) and Rotations Per Minute (RPM) within your specific operational limits.

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