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Connect Mud Weight Window Calculator 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. Define safe drilling fluid density ranges for wellbore stability.

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 Mud Weight Window.

  1. 01

    Apply thermal adjustments

    This capability modifies your basic window to account for how temperature changes affect fluid density. It's used when you need to factor in bottom hole temperature shifts.

  2. 02

    Calculate basic window

    This capability determines your primary drilling window. It uses pore pressure, fracture gradient, and collapse pressure to find the safe range.

  3. 03

    Validate operational safety

    This capability checks if a specific mud weight is safe. It compares your proposed weight against the calculated window to ensure stability.

  4. 04

    Apply chemical adjustments

    This capability adjusts the drilling window based on chemical reactivity. Use it to account for how fluid chemistry interacts with the formation.

Real work

What teams actually run

01

Initial Window Setup

Establish the primary drilling window using pore pressure and fracture gradient data.

02

Temperature Correction

Modify existing windows when drilling into high-temperature zones.

03

Chemical Interaction Analysis

Adjust density ranges to account for how drilling fluids react with specific formations.

04

Operational Safety Audits

Verify if a planned mud weight provides enough margin to avoid collapse or fracture.

One connector, every AI

Mud Weight Window 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 Mud Weight Window 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

902ms average. Fast in production.

Mud Weight Window is checked daily against the live service.

Daily averagePeak 1223ms
Oct 3Today
Fastest day
749ms
Slowest day
1223ms
14-day trend
Stable+2%

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 Mud Weight Window, so you can see the experience inside your AI.

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

Mud Weight Window Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_tn049Yc9eW7at0EEMEaCLpYzDky2SwMyhvet007K/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 — Mud Weight Window capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "mud-weight-window-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_tn049Yc9eW7at0EEMEaCLpYzDky2SwMyhvet007K/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 Mud Weight Window in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Mud Weight Window owners hand off.

This MCP is built for professionals managing wellbore stability and fluid properties.

  • 01

    Drilling Engineer

    Uses the MCP to define operational fluid density ranges.

  • 02

    Geomechanicist

    Hands off pressure data to the AI to calculate safe windows.

  • 03

    Mud Engineer

    Uses the capability to verify if current fluid weights meet safety margins.

FAQ

Questions Mud Weight Window owners ask.

  • 01

    What does this MCP calculate?

    It calculates the safe drilling fluid density range based on pore pressure, fracture gradient, and collapse pressure.

  • 02

    Can I account for temperature changes?

    Yes, you can use the thermal adjustment capability to modify the window based on bottom hole temperature.

  • 03

    How do I check if my mud weight is safe?

    You can use the validation capability to see if a specific weight falls within your calculated safe window.

  • 04

    Which AI clients can I use with this MCP?

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

  • 05

    Does this MCP handle chemical effects?

    Yes, it includes a capability to adjust the window for chemical reactivity and interactions.

  • 06

    How do I calculate the initial drilling window?

    You can use the calculate_basic_window capability by providing the pore pressure, fracture gradient, and collapse pressure.

  • 07

    Can I account for temperature changes in the wellbore?

    Yes, the apply_thermal_adjustments capability allows you to modify the basic window based on bottom hole temperature and a temperature coefficient.

  • 08

    How can I check if a specific mud weight is safe?

    Use the validate_operational_safety capability with your calculated window and the proposed mud weight to receive a safety report.

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