What kind of wind profiles does this MCP use?

This MCP uses logarithmic wind profiles to model how wind speed changes with altitude.

Can I use this with Claude or Cursor?

Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.

How does it help with kite power systems?

It can estimate the percentage of power gain you get when moving from a reference height to the height of the kite.

Does it include terrain data?

Yes, the get_roughness_lookup capability provides standard surface roughness values for different environments.

How are gust factors used?

The gust factor capability calculates a multiplier to help you estimate peak wind speeds for safety and structural loading.

How do I calculate wind speed at a specific height?

You can use the calculate_wind_speed_at_height capability. Provide the base wind speed, the reference height, the target height, the surface roughness, the stability class, and the environment type.

Can I estimate power increases for kite flying?

Yes, use calculate_power_gain_percentage after determining the wind speed at your target height to see the percentage increase in available power.

How do I account for sudden wind gusts?

Use the calculate_gust_factor capability to get a multiplier and the estimated peak wind speed based on the atmospheric stability and environment.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Wind Gradient Effect to ChatGPT, Claude and Gemini

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. Model wind speed changes across different altitudes.

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 Wind Gradient Effect.

01
Calculate gust factor
This capability calculates a multiplier to estimate peak wind speeds for safety and structural loading.
02
Calculate power gain percentage
This capability estimates the increase in available wind power when moving from a reference height to a specific kite height.
03
Calculate wind speed at height
This capability determines the expected wind speed at a specific operational altitude.
04
Get roughness lookup
This capability provides standard surface roughness values based on the environment and terrain type.

Real work

What teams actually run

Kite Power Optimization

Calculate how much more energy a kite system can harvest by flying at a higher altitude.

Structural Safety Planning

Determine peak wind speeds using gust factors to ensure equipment can handle the load.

Aviation Planning

Find the expected wind speed at specific flight altitudes based on ground level readings.

Environmental Modeling

Apply correct surface roughness values to wind models based on the local terrain.

One connector, every AI

Wind Gradient Effect 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 Wind Gradient Effect 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

904ms average. Fast in production.

Wind Gradient Effect is checked daily against the live service.

Daily averagePeak 1234ms

Oct 3Today

Fastest day: 730ms
Slowest day: 1234ms
14-day trend: Slowing+38%

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 Wind Gradient Effect, so you can see the experience inside your AI.

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

Wind Gradient Effect Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_47NlH1YvN0slJ6FISB7DV03VMxibBoue3PExQuOD/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 — Wind Gradient Effect capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "wind-gradient-effect-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_47NlH1YvN0slJ6FISB7DV03VMxibBoue3PExQuOD/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 Wind Gradient Effect in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Wind Gradient Effect owners hand off.

This MCP is designed for professionals working with wind-driven technology and meteorology. It automates the math required to understand wind behavior at height.

01
Kite Power Engineers
They hand off altitude and wind speed data to the AI to estimate power gains.
02
Aviation Specialists
They use the capability to check wind speeds and gust factors at operational altitudes.
03
Meteorologists
They use the roughness lookup and profile capabilities to model local wind conditions.

FAQ

Questions Wind Gradient Effect owners ask.

01
What kind of wind profiles does this MCP use?
This MCP uses logarithmic wind profiles to model how wind speed changes with altitude.
02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.
03
How does it help with kite power systems?
It can estimate the percentage of power gain you get when moving from a reference height to the height of the kite.
04
Does it include terrain data?
Yes, the get_roughness_lookup capability provides standard surface roughness values for different environments.
05
How are gust factors used?
The gust factor capability calculates a multiplier to help you estimate peak wind speeds for safety and structural loading.
06
How do I calculate wind speed at a specific height?
You can use the calculate_wind_speed_at_height capability. Provide the base wind speed, the reference height, the target height, the surface roughness, the stability class, and the environment type.
07
Can I estimate power increases for kite flying?
Yes, use calculate_power_gain_percentage after determining the wind speed at your target height to see the percentage increase in available power.
08
How do I account for sudden wind gusts?
Use the calculate_gust_factor capability to get a multiplier and the estimated peak wind speed based on the atmospheric stability and environment.

Explore

More in Meteorology

Connect Wind Gradient Effect 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 gust factor

Calculate power gain percentage

Calculate wind speed at height

Get roughness lookup

What teams actually run

Kite Power Optimization

Structural Safety Planning

Aviation Planning

Environmental Modeling

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

Wind Gradient Effect Connector

Claude Desktop

Kite Power Engineers

Aviation Specialists

Meteorologists

What kind of wind profiles does this MCP use?

Can I use this with Claude or Cursor?

How does it help with kite power systems?

Does it include terrain data?

How are gust factors used?

How do I calculate wind speed at a specific height?

Can I estimate power increases for kite flying?

How do I account for sudden wind gusts?

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