What data do I need to calculate carve difficulty?

You will need to provide rider weight, speed, turn radius, stance symmetry, practice hours, and binding angles.

Can this MCP help with my binding setup?

Yes, the get_stance_optimization_advice capability provides specific recommendations for adjusting bindings to reduce maneuver difficulty.

How does experience affect the difficulty score?

The get_skill_impact_analysis capability calculates exactly how your total practice hours mitigate the technical difficulty of a turn.

Will this tell me if I am going too fast?

Yes, the get_safety_speed_bounds capability identifies the optimal speed range to maintain edge grip for your specific turn.

Which AI clients can I use with this MCP?

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

How does this capability help with my switch carving?

It uses biomechanical models to calculate how much grip you lose in a switch stance and provides specific binding adjustments via getStanceOptimizationAdvice to help you maintain control.

Can I find my safe speed range?

Yes, by using get_safety_speed_bounds, you can determine the minimum and maximum speeds required to maintain edge engagement for your specific turn radius and weight.

Does practice time affect the results?

Yes, the get_skill_impact_analysis capability accounts for your practice hours to show how neuromuscular coordination reduces the perceived difficulty of the maneuver.

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Connect Switch Carve Difficulty 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. Quantify the physics of your switch carving maneuvers.

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 Switch Carve Difficulty.

01
Get stance optimization advice
This capability provides specific binding or stance adjustment recommendations to lower the difficulty of your turns.
02
Get carve difficulty
Use this to calculate a difficulty score for a switch carve based on your physical stats and skill level.
03
Get safety speed bounds
This capability identifies the specific speed range required to maintain edge grip for a given turn.
04
Get skill impact analysis
This capability calculates how your total practice hours reduce the technical difficulty of a maneuver.

Real work

What teams actually run

Setup Tuning

Input your current stance and weight to get binding angle recommendations for better switch carving.

Safety Planning

Determine the maximum safe speed for a specific turn radius to avoid losing an edge.

Progress Tracking

Analyze how increasing your practice hours changes the difficulty score of your standard turns.

Maneuver Assessment

Calculate the difficulty of a planned switch carve before attempting it on the mountain.

One connector, every AI

Switch Carve Difficulty 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 Switch Carve Difficulty 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

909ms average. Fast in production.

Switch Carve Difficulty is checked daily against the live service.

Daily averagePeak 1059ms

Oct 3Today

Fastest day: 691ms
Slowest day: 1059ms
14-day trend: Improving-7%

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 Switch Carve Difficulty, so you can see the experience inside your AI.

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

Switch Carve Difficulty Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_FtGkTKEYlR3ZWBdhAGKj5azu6kVqMfN1luw3g3o9/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 — Switch Carve Difficulty capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "switch-carve-difficulty-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_FtGkTKEYlR3ZWBdhAGKj5azu6kVqMfN1luw3g3o9/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 Switch Carve Difficulty in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Switch Carve Difficulty owners hand off.

This MCP is built for technical snowboarders and coaches who want to use physics to improve switch riding performance.

01
Snowboard Coaches
Hand off rider stats to the AI to get objective difficulty assessments for students.
02
Advanced Riders
Use the capability to fine tune binding setups and understand speed limits for technical turns.
03
Sports Technologists
Integrate biomechanical data into AI workflows to model snowboarding physics.

FAQ

Questions Switch Carve Difficulty owners ask.

01
What data do I need to calculate carve difficulty?
You will need to provide rider weight, speed, turn radius, stance symmetry, practice hours, and binding angles.
02
Can this MCP help with my binding setup?
Yes, the get_stance_optimization_advice capability provides specific recommendations for adjusting bindings to reduce maneuver difficulty.
03
How does experience affect the difficulty score?
The get_skill_impact_analysis capability calculates exactly how your total practice hours mitigate the technical difficulty of a turn.
04
Will this tell me if I am going too fast?
Yes, the get_safety_speed_bounds capability identifies the optimal speed range to maintain edge grip for your specific turn.
05
Which AI clients can I use with this MCP?
You can use this MCP with any compatible client including Claude, Cursor, Windsurf, and VS Code.
06
How does this capability help with my switch carving?
It uses biomechanical models to calculate how much grip you lose in a switch stance and provides specific binding adjustments via getStanceOptimizationAdvice to help you maintain control.
07
Can I find my safe speed range?
Yes, by using get_safety_speed_bounds, you can determine the minimum and maximum speeds required to maintain edge engagement for your specific turn radius and weight.
08
Does practice time affect the results?
Yes, the get_skill_impact_analysis capability accounts for your practice hours to show how neuromuscular coordination reduces the perceived difficulty of the maneuver.

Explore

More in Sports

Connect Switch Carve Difficulty 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

Get stance optimization advice

Get carve difficulty

Get safety speed bounds

Get skill impact analysis

What teams actually run

Setup Tuning

Safety Planning

Progress Tracking

Maneuver Assessment

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

Switch Carve Difficulty Connector

Claude Desktop

Snowboard Coaches

Advanced Riders

Sports Technologists

What data do I need to calculate carve difficulty?

Can this MCP help with my binding setup?

How does experience affect the difficulty score?

Will this tell me if I am going too fast?

Which AI clients can I use with this MCP?

How does this capability help with my switch carving?

Can I find my safe speed range?

Does practice time affect the results?

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