
Connect Kite Loop Mechanics 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 the physical stress of kiteboarding maneuvers.
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.

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.
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.
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.
01-04
4 capabilities in this set.
Part of 4 available through Kite Loop Mechanics.
- 01
Analyze loop forces
This capability calculates the physical stress and gravitational load you experience during a maneuver.
- 02
Calculate power output
Use this to measure the energetic intensity of a specific kiteboarding move.
- 03
Estimate loop timing
This capability determines the total duration a rider stays under the influence of a loop.
- 04
Predict landing impact
This capability evaluates the safety and intensity of how a maneuver ends.
Real work
What teams actually run
Risk Assessment
Calculate the landing impact of a high-speed loop before attempting it.
Equipment Tuning
See how changing kite size affects the power output of a maneuver.
Training Prep
Estimate how long a rider will be under the influence of a loop to plan movements.
Physics Modeling
Simulate the gravitational load of a maneuver using specific entry velocities.
One connector, every AI
Kite Loop Mechanics 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Kite Loop Mechanics 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
880ms average. Fast in production.
Kite Loop Mechanics is checked daily against the live service.
- Fastest day
- 725ms
- Slowest day
- 1202ms
- 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 Kite Loop Mechanics, so you can see the experience inside your AI.
It does not authenticate your account with Kite Loop Mechanics. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Kite Loop Mechanics Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_qsE8TOYtYnDSaLJ7MxiajZVGfIJzqtZtvQQjqY4b/mcpClaude 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 — Kite Loop Mechanics capabilities are ready to use.
{
"mcpServers": {
"kite-loop-mechanics-mcp": {
"url": "https://edge.vinkius.com/vk_preview_qsE8TOYtYnDSaLJ7MxiajZVGfIJzqtZtvQQjqY4b/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 Kite Loop Mechanics in Claude and other AIs
Who it's for
Built for the work Kite Loop Mechanics owners hand off.
This MCP is built for people analyzing the physics of extreme kiteboarding maneuvers.
- 01
Kiteboarding Instructors
They hand off wind and kite data to the agent to explain maneuver risks to students.
- 02
Extreme Sports Researchers
They use the physics engine to model the stress of different loop types.
- 03
Safety Analysts
They use landing impact predictions to assess maneuver safety.
FAQ
Questions Kite Loop Mechanics owners ask.
- 01
What kind of physics does this MCP model?
It models G-forces, centripetal acceleration, energy intensity, and landing impacts for kiteboarding loops.
- 02
Can I model backside loops?
Yes, the physics engine models the stress for both frontside and backside loops.
- 03
What data do I need to provide?
You typically need to provide kite size, wind speed, entry velocity, and loop radius.
- 04
Which clients can I use this with?
You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.
- 05
Does it calculate safety risks?
Yes, the predict_landing_impact capability evaluates the safety and intensity of how a maneuver concludes.
- 06
How do I calculate the G-force of a loop?
You can use the analyze_loop_forces capability by providing the kite size, wind speed, loop radius, entry speed, and direction.
- 07
Can I predict the risk of a landing?
Yes, the predict_landing_impact capability evaluates the impact force and provides a risk level assessment.
- 08
Does the direction of the loop matter?
Yes, the physics engine accounts for both frontside and backside loops, as backside loops typically result in higher G-forces.
Explore
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Connect Kite Loop Mechanics to Claude, Cursor, ChatGPT & more
