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Connect Snowpack Stability Analyzer to ChatGPT and Claude

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. Turn snowpack test results into actionable safety decisions.

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 Snowpack Stability Analyzer.

  1. 01

    Evaluate snowpack integrity

    This capability provides a qualitative summary of how healthy the snowpack layers are.

  2. 02

    Get terrain recommendation

    Use this to get specific guidance on whether terrain is safe or unsafe based on stability and environmental factors.

  3. 03

    Analyze stability

    This capability determines the primary stability rating and the likelihood of a trigger from test results.

  4. 04

    Calculate trigger risk

    This capability refines the probability that a person will trigger an avalanche.

Real work

What teams actually run

01

Field Safety Checks

A guide inputs CT test results to decide if a slope is safe to enter.

02

Risk Assessment Reporting

A forecaster uses the capability to summarize snowpack integrity for a daily bulletin.

03

Terrain Planning

An adventurer checks terrain recommendations before choosing a route on a specific aspect.

04

Trigger Probability Modeling

Users refine the likelihood of human-triggered events using specific weak layer depths.

One connector, every AI

Snowpack Stability Analyzer 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 Snowpack Stability Analyzer 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

938ms average. Fast in production.

Snowpack Stability Analyzer is checked daily against the live service.

Daily averagePeak 1224ms
Oct 3Today
Fastest day
786ms
Slowest day
1224ms
14-day trend
Improving-29%

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 Snowpack Stability Analyzer, so you can see the experience inside your AI.

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

Snowpack Stability Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_mUSsnC4p4AuemE5NIb49U5U0bRUTqGimTios6Q1y/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 — Snowpack Stability Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "snowpack-stability-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_mUSsnC4p4AuemE5NIb49U5U0bRUTqGimTios6Q1y/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 Snowpack Stability Analyzer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Snowpack Stability Analyzer owners hand off.

This MCP is for professionals and enthusiasts who need to translate technical snow data into safety decisions.

  • 01

    Avalanche Forecasters

    They hand off raw test data to the AI to help generate stability reports.

  • 02

    Backcountry Guides

    They use the capability to quickly check terrain safety and trigger risks on the fly.

  • 03

    Ski Patrol

    They rely on the capability to interpret snowpack integrity during field assessments.

FAQ

Questions Snowpack Stability Analyzer owners ask.

  • 01

    What kind of snow tests can this MCP process?

    The MCP is designed to process results from CT, ECT, and PST tests.

  • 02

    Can I use this with any AI client?

    Yes, it works with any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 03

    How does it help with terrain safety?

    It uses stability assessments and environmental factors to provide specific safe or unsafe terrain guidance.

  • 04

    Does it calculate human-triggered avalanche risk?

    Yes, it has a specific capability to refine the probability of an avalanche being triggered by a person.

  • 05

    Where is the MCP hosted?

    Vinkius hosts and manages the MCP, so you don't have to set up your own environment.

  • 06

    What test types are supported?

    The server supports Compression Tests (CT), Extended Column Tests (ECT), and Propagation Saw Tests (PST).

  • 07

    How can I get terrain recommendations?

    You can use the get_terrain_recommendation capability by providing the stability rating, slope angle, and aspect.

  • 08

    Does this capability predict specific avalanche times?

    No, it provides stability ratings and trigger likelihood based on physical snowpack test results to assist in risk assessment.

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