Use Snow Crystal Size Effect with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Models the impact of snow crystal morphology and environment on skiing performance.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 4 capabilities
The complete Snow Crystal Size Effect capability set.
These are the exact actions your AI can choose when you ask it to work with Snow Crystal Size Effect.
01-04
4 capabilities in this set.
Part of 4 available through Snow Crystal Size Effect.
- 01
Analyze snow environment
Provides a descriptive summary of the physical snow state based on environmental inputs
- 02
Get glide coefficient
Determines the resistance encountered when sliding across the snow surface
- 03
Get snow quality
Provides a single metric representing the overall skiability of the current snow conditions
- 04
Get turn ease
Calculates how much control and edge grip a skier has for maneuvering
One connector, every AI
Snow Crystal Size 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.
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 Snow Crystal Size 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
956ms average. Fast in production.
Snow Crystal Size Effect is checked daily against the live service.
- Fastest day
- 956ms
- Slowest day
- 956ms
- 14-day trend
- Stable0%
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 Snow Crystal Size Effect, so you can see the experience inside your AI.
It does not authenticate your account with Snow Crystal Size Effect. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Snow Crystal Size Effect Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_yofQ4aaOfoLi4EQ062pmOBBfG1Gl1zuFDXQkFxq9/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 — Snow Crystal Size Effect capabilities are ready to use.
{
"mcpServers": {
"snow-crystal-size-effect-mcp": {
"url": "https://edge.vinkius.com/vk_preview_yofQ4aaOfoLi4EQ062pmOBBfG1Gl1zuFDXQkFxq9/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 Snow Crystal Size Effect
FAQ
Questions Snow Crystal Size Effect owners ask.
- 01
How does crystal type affect skiing?
Different crystal shapes like dendritic or granular change how crystals interlock, which directly impacts the get_turn_ease score and the overall glide coefficient.
- 02
Can I use this to predict snow quality?
Yes, the get_snow_quality capability provides a single metric representing the overall skiability based on temperature, humidity, and crystal characteristics.
- 03
What is the difference between new and settled snow in the model?
The model uses the isSettled parameter to distinguish between high-porosity fresh snow and compacted, stable settled snow, which changes the friction and stability calculations.
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