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Connect Avalanche Airbag Deployment Simulator 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. Model survival odds and burial depths in snow flows.

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

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.

A futuristic MCP client docking bay
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 Avalanche Simulator.

  1. 01

    Get system efficiency report

    This capability provides a high-level summary of how an airbag performs in a specific scenario.

  2. 02

    Calculate deployment window

    Use this to find the best time to trigger an airbag to stay on the surface.

  3. 03

    Get survival assessment

    This capability evaluates the likelihood of survival for a user in a given avalanche event.

  4. 04

    Simulate burial dynamics

    This capability calculates your physical position within the snow flow.

Real work

What teams actually run

01

Equipment Testing

Compare how a 150L bag performs against a 120L bag in the same avalanche scenario.

02

Risk Assessment

Model the survival probability for a specific user in a medium-scale snow flow.

03

Training Simulations

Run scenarios to determine the best time to deploy an airbag in small avalanches.

04

Physics Modeling

Analyze how burial depth changes as the scale of the avalanche increases.

One connector, every AI

Avalanche Simulator 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 Avalanche Simulator 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

918ms average. Fast in production.

Avalanche Simulator is checked daily against the live service.

Daily averagePeak 1212ms
Oct 3Today
Fastest day
762ms
Slowest day
1212ms
14-day trend
Stable-4%

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 Avalanche Simulator, so you can see the experience inside your AI.

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

Avalanche Simulator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_hQdQlPaFzaWfOTFUS6Om5qPxNjeZuvqjNVLWbb1f/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 — Avalanche Simulator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "avalanche-airbag-deployment-simulator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_hQdQlPaFzaWfOTFUS6Om5qPxNjeZuvqjNVLWbb1f/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 Avalanche Simulator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Avalanche Simulator owners hand off.

This MCP is built for professionals and researchers working with snow safety and rescue technology.

  • 01

    Safety Engineers

    They hand off equipment specifications to the AI to run performance simulations.

  • 02

    Avalanche Researchers

    They use the capability to model physics-based outcomes like buoyancy and segregation.

  • 03

    Backcountry Safety Instructors

    They use the data to explain equipment effectiveness to students.

FAQ

Questions Avalanche Simulator owners ask.

  • 01

    What does this MCP simulate?

    It simulates how avalanche airbags mitigate burial risks by modeling buoyancy and inverse segregation.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any compatible client like Claude, Cursor, or Windsurf through Vinkius.

  • 03

    How does it calculate burial depth?

    It uses the airbag volume and the scale of the avalanche to predict your final position in the snow flow.

  • 04

    Does it help with deployment timing?

    Yes, it can determine the optimal window for airbag activation to keep you on the surface.

  • 05

    What kind of data do I need to provide?

    You typically need to provide the airbag volume, the avalanche scale, and the depth of the debris.

  • 06

    How does the airbag improve survival?

    The airbag uses buoyancy and inverse segregation to keep the user closer to the surface, reducing burial depth and increasing the chance of maintaining an air pocket.

  • 07

    Can I simulate multiple airbag deployments?

    Yes, you can use the deploymentCount parameter in capabilities like simulate_burial_dynamics to account for multiple inflation cycles.

  • 08

    What factors affect the survival probability?

    Survival probability is determined by the avalanche size, total debris depth, airbag volume, and the duration of burial.

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