Use Switch Riding Difficulty with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Calculate switch riding proficiency and practice requirements.
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.
Complete set · 4 capabilities
The complete Switch Riding Difficulty capability set.
These are the exact actions your AI can choose when you ask it to work with Switch Riding Difficulty.
01-04
4 capabilities in this set.
Part of 4 available through Switch Riding Difficulty.
- 01
Calculate proficiency
Determine the rider's current ability to ride switch
- 02
Estimate learning progression
Predict the hours of practice needed to reach a target proficiency level
- 03
Evaluate setup impact
Quantify how much the current binding configuration helps or hinders switch riding
- 04
Recommend terrain
Suggest the safest and most effective terrain for practicing switch riding
One connector, every AI
Switch Riding 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.
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 Switch Riding 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.
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 Riding Difficulty, so you can see the experience inside your AI.
It does not authenticate your account with Switch Riding Difficulty. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Switch Riding Difficulty Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_RPD1hNPZwRl043k5pJehkQDX2F5zdM60lZf7PkOi/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 — Switch Riding Difficulty capabilities are ready to use.
{
"mcpServers": {
"switch-riding-difficulty-mcp": {
"url": "https://edge.vinkius.com/vk_preview_RPD1hNPZwRl043k5pJehkQDX2F5zdM60lZf7PkOi/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? How to give Claude access to Switch Riding Difficulty
FAQ
Questions Switch Riding Difficulty owners ask.
- 01
How is the proficiency score calculated?
The score is derived using calculate_proficiency, which combines your general skill level with the total hours you have spent riding switch and your stance symmetry.
- 02
Can I use this to plan my training?
Yes, you can use estimate_learning_progression to predict how many hours of practice are required to reach your target proficiency level.
- 03
Does binding setup matter?
Yes, you can use evaluate_setup_impact to quantify how your binding angles influence your ability to ride switch.
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