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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Snow Hardness Testing with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Converts physical snow penetration data into actionable hardness indices and performance predictions.

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 Hardness Testing capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Snow Hardness Testing.

  1. 01

    Analyze layer strength

    Evaluates the structural integrity of a specific snow layer

  2. 02

    Apply diurnal adjustment

    Adjusts current hardness and strength values to account for time-of-day environmental shifts

  3. 03

    Calculate hardness index

    Determines the primary hardness metric based on physical probe measurements

  4. 04

    Predict equipment performance

    Predicts whether a user will be able to carve turns or will experience sliding based on snow state

One connector, every AI

Snow Hardness Testing 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 Hardness Testing 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

1020ms average. Fast in production.

Snow Hardness Testing is checked daily against the live service.

Daily averagePeak 1020ms
Sep 14Today
Fastest day
1020ms
Slowest day
1020ms
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 Hardness Testing, so you can see the experience inside your AI.

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

Snow Hardness Testing Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_RTHwhuE40Vh7Mag0FLjx5TwBp65dP0bxrThnjPkx/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 Hardness Testing capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "snow-hardness-testing-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_RTHwhuE40Vh7Mag0FLjx5TwBp65dP0bxrThnjPkx/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 Hardness Testing

See all the AI clients this connector works with ↑

FAQ

Questions Snow Hardness Testing owners ask.

  • 01

    What data is needed to calculate snow hardness?

    To use calculate_hardness_index, you need the probe depth in centimeters, the force applied in Newtons, and the snow temperature in Celsius.

  • 02

    Can this capability predict if I can carve turns?

    Yes, by using predict_equipment_performance, the engine compares the hardness index and temperature to predict if you will experience carving or sliding.

  • 03

    How does time of day affect the results?

    You can use apply_diurnal_adjustment to modify hardness and strength values based on whether it is morning, midday, or evening, accounting for solar warming or overnight freezing.

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