What kind of data do I need for friction factor calculations?

You typically need the pressure drop, air quantity, and the segment's length and area.

Can this MCP handle complex ventilation loops?

Yes, it includes a capability specifically for calculating the total resistance of a network or a specific sub-loop.

How does it calculate air leakage?

It quantifies air loss by analyzing the difference in air flow between two points or within a branch.

Which AI clients can use this MCP?

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

Does this work for tunnel ventilation?

Yes, the capabilities are designed for ventilation networks in both mining and tunnel environments.

What data is required to calculate friction factors?

To use get_segment_friction_factor, you need the segment ID, the measured pressure drop, the air quantity, and the segment's geometric properties (length and area).

How can I estimate air loss in a branch?

You can use the estimate_leakage_loss capability by providing the air quantity at the start (source) and the end (destination) of the branch.

Does this capability account for Natural Ventilation Pressure?

Yes, the evaluate_nvp_impact capability specifically calculates how temperature differences and column height affect the system pressure.

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Connect Ventilation Pressure Survey Analyzer 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. Get precise airflow and resistance data for mining networks.

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 Ventilation Survey Service.

01
Estimate leakage loss
This capability quantifies how much air is lost to leakage between two points or within a specific branch.
02
Evaluate nvp impact
Use this to determine how Natural Ventilation Pressure affects your total pressure requirements.
03
Calculate network resistance
This capability calculates the total resistance for an entire ventilation network or a specific sub-loop.
04
Get segment friction factor
This capability calculates the friction factor for a single airway segment based on your survey data.

Real work

What teams actually run

Airway Efficiency Audits

Use the friction factor capability to see how much resistance a specific segment is adding to the system.

Leakage Detection

Compare intake and exit quantities to find the exact volume of air lost to leakage.

Network Modeling

Calculate the total resistance of a sub-loop to plan fan requirements.

NVP Adjustments

Evaluate how natural pressure changes affect your total required fan pressure.

One connector, every AI

Ventilation Survey Service 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 Ventilation Survey Service 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

899ms average. Fast in production.

Ventilation Survey Service is checked daily against the live service.

Daily averagePeak 1184ms

Oct 3Today

Fastest day: 744ms
Slowest day: 1184ms
14-day trend: Improving-9%

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 Ventilation Survey Service, so you can see the experience inside your AI.

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

Ventilation Survey Service Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_7hznfMqb9Nw77j18GszmHvxq08S3P30ODtP0uM0Y/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 — Ventilation Survey Service capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "ventilation-pressure-survey-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_7hznfMqb9Nw77j18GszmHvxq08S3P30ODtP0uM0Y/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 Ventilation Survey Service in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Ventilation Survey Service owners hand off.

This MCP is designed for engineers managing airflow in underground or tunnel environments.

01
Ventilation Engineer
Hands off survey data to the AI to automate resistance and friction calculations.
02
Mining Engineer
Uses the capability to check system efficiency and air loss in mine branches.
03
Tunneling Specialist
Relies on the AI to evaluate pressure requirements and NVP impacts.

FAQ

Questions Ventilation Survey Service owners ask.

01
What kind of data do I need for friction factor calculations?
You typically need the pressure drop, air quantity, and the segment's length and area.
02
Can this MCP handle complex ventilation loops?
Yes, it includes a capability specifically for calculating the total resistance of a network or a specific sub-loop.
03
How does it calculate air leakage?
It quantifies air loss by analyzing the difference in air flow between two points or within a branch.
04
Which AI clients can use this MCP?
You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.
05
Does this work for tunnel ventilation?
Yes, the capabilities are designed for ventilation networks in both mining and tunnel environments.
06
What data is required to calculate friction factors?
To use get_segment_friction_factor, you need the segment ID, the measured pressure drop, the air quantity, and the segment's geometric properties (length and area).
07
How can I estimate air loss in a branch?
You can use the estimate_leakage_loss capability by providing the air quantity at the start (source) and the end (destination) of the branch.
08
Does this capability account for Natural Ventilation Pressure?
Yes, the evaluate_nvp_impact capability specifically calculates how temperature differences and column height affect the system pressure.

Explore

More in Engineering

Connect Ventilation Survey Service 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

Estimate leakage loss

Evaluate nvp impact

Calculate network resistance

Get segment friction factor

What teams actually run

Airway Efficiency Audits

Leakage Detection

Network Modeling

NVP Adjustments

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

Ventilation Survey Service Connector

Claude Desktop

Ventilation Engineer

Mining Engineer

Tunneling Specialist

What kind of data do I need for friction factor calculations?

Can this MCP handle complex ventilation loops?

How does it calculate air leakage?

Which AI clients can use this MCP?

Does this work for tunnel ventilation?

What data is required to calculate friction factors?

How can I estimate air loss in a branch?

Does this capability account for Natural Ventilation Pressure?

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