What can this MCP calculate for drilling operations?

It calculates bed height, critical velocity, optimized flow rates, and overall cleaning risk levels.

Which AI clients can use this MCP?

You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.

How does the risk assessment work?

The capability evaluates your current drilling parameters to provide a safety assessment and recommendations to prevent issues like stuck pipe.

Do I need to host the MCP myself?

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

Can I use this to optimize my mud properties?

Yes, you can use the capabilities to see how mud rheology affects cuttings transport and bed height.

How can I check if my wellbore is at risk of stuck pipe?

You can use the evaluate_cleaning_risk capability to get a risk score and alert level based on your current bed height and wellbore diameter.

What parameters are needed to calculate the required flow rate?

To use optimize_flow_rate, you need to provide the target efficiency, hole angle, mud viscosity, ROP, and cuttings size.

Does this capability account for hole inclination?

Yes, all core capabilities like calculate_bed_height and determine_critical_velocity require the hole angle to account for gravity-driven cuttings settling in inclined wells.

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Connect Wellbore Cleaning Efficiency 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. Monitor hole cleaning and prevent stuck pipe incidents.

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 Wellbore Cleaning Efficiency.

01
Calculate bed height
This capability determines the thickness of the cuttings bed at a specific wellbore section.
02
Determine critical velocity
This capability calculates the minimum fluid velocity needed to prevent or remove a cuttings bed.
03
Evaluate cleaning risk
This capability provides a high-level safety assessment based on your current drilling parameters.
04
Optimize flow rate
This capability recommends the flow rate required to hit your target cleaning efficiency.

Real work

What teams actually run

Stuck Pipe Prevention

Use the risk assessment capability to check if current parameters are trending toward a stuck pipe event.

Flow Rate Adjustment

Determine the necessary flow rate when ROP increases to maintain hole cleanliness.

Wellbore Geometry Analysis

Calculate how hole angle affects the thickness of the cuttings bed.

Fluid Property Optimization

Check how changing mud viscosity impacts the required critical velocity.

One connector, every AI

Wellbore Cleaning Efficiency 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 Wellbore Cleaning Efficiency 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

923ms average. Fast in production.

Wellbore Cleaning Efficiency is checked daily against the live service.

Daily averagePeak 1150ms

Oct 6Today

Fastest day: 775ms
Slowest day: 1150ms
14-day trend: Improving-5%

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 Wellbore Cleaning Efficiency, so you can see the experience inside your AI.

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

Wellbore Cleaning Efficiency Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_3iqdpSxZh4ICrT8cYMwrcrnPa4EFEw8bLHn0nhsn/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 — Wellbore Cleaning Efficiency capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "wellbore-cleaning-efficiency-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_3iqdpSxZh4ICrT8cYMwrcrnPa4EFEw8bLHn0nhsn/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 Wellbore Cleaning Efficiency in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Wellbore Cleaning Efficiency owners hand off.

This MCP is designed for drilling professionals who need rapid analytical feedback during operations.

01
Drilling Engineers
They hand off mud properties and hole geometry to the AI to check cleaning efficiency.
02
Mud Engineers
They use the capability to see how changes in rheology affect cuttings transport.
03
Rig Supervisors
They use risk assessments to make real-time decisions about circulation and flow rates.

FAQ

Questions Wellbore Cleaning Efficiency owners ask.

01
What can this MCP calculate for drilling operations?
It calculates bed height, critical velocity, optimized flow rates, and overall cleaning risk levels.
02
Which AI clients can use this MCP?
You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.
03
How does the risk assessment work?
The capability evaluates your current drilling parameters to provide a safety assessment and recommendations to prevent issues like stuck pipe.
04
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.
05
Can I use this to optimize my mud properties?
Yes, you can use the capabilities to see how mud rheology affects cuttings transport and bed height.
06
How can I check if my wellbore is at risk of stuck pipe?
You can use the evaluate_cleaning_risk capability to get a risk score and alert level based on your current bed height and wellbore diameter.
07
What parameters are needed to calculate the required flow rate?
To use optimize_flow_rate, you need to provide the target efficiency, hole angle, mud viscosity, ROP, and cuttings size.
08
Does this capability account for hole inclination?
Yes, all core capabilities like calculate_bed_height and determine_critical_velocity require the hole angle to account for gravity-driven cuttings settling in inclined wells.

Explore

More in Analytics

Connect Wellbore Cleaning Efficiency 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

Calculate bed height

Determine critical velocity

Evaluate cleaning risk

Optimize flow rate

What teams actually run

Stuck Pipe Prevention

Flow Rate Adjustment

Wellbore Geometry Analysis

Fluid Property Optimization

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

Wellbore Cleaning Efficiency Connector

Claude Desktop

Drilling Engineers

Mud Engineers

Rig Supervisors

What can this MCP calculate for drilling operations?

Which AI clients can use this MCP?

How does the risk assessment work?

Do I need to host the MCP myself?

Can I use this to optimize my mud properties?

How can I check if my wellbore is at risk of stuck pipe?

What parameters are needed to calculate the required flow rate?

Does this capability account for hole inclination?

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