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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Snow Crystal Structure with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predict snow crystal morphology, friction, and riding quality.

Included with plan

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete Snow Crystal Structure capability set.

These are the exact actions your AI can choose when you ask it to work with Snow Crystal Structure.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Snow Crystal Structure.

  1. 01

    Analyze crystal morphology

    Determines the specific classification of the snow crystal based on atmospheric conditions

  2. 02

    Forecast riding quality

    Provides a qualitative assessment of how the snow will perform for activities

  3. 03

    Get snowpack state

    Evaluates the current state of the snowpack based on environmental history

  4. 04

    Predict snow friction

    Forecasts the expected friction coefficient for the given snow state

One connector, every AI

Snow Crystal Structure 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Snow Crystal Structure 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 Snow Crystal Structure, so you can see the experience inside your AI.

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

Snow Crystal Structure Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_fuCTSpdd9ZuCDSDGYIFs8NK872Qe8utVfT8h8sXe/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Snow Crystal Structure capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "snow-crystal-structure-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_fuCTSpdd9ZuCDSDGYIFs8NK872Qe8utVfT8h8sXe/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 Structure

See all the AI clients this connector works with ↑

FAQ

Questions Snow Crystal Structure owners ask.

  • 01

    How does this capability determine crystal types?

    The analyze_crystal_morphology capability uses temperature and humidity to model how water vapor deposits on the crystal lattice.

  • 02

    Can I predict how slippery the snow will be?

    Yes, by using predict_snow_friction, you can obtain a friction coefficient and category based on the crystal type and wind speed.

  • 03

    Does it account for snow metamorphosis?

    Yes, the get_snowpack_state capability evaluates if the snow is fresh or metamorphosed based on altitude and temperature history.

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