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Connect Surf Session Duration Calculator 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. Plan safer sessions with data-driven endurance modeling.

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 Surf Endurance Model.

  1. 01

    Calculate session plan

    Generates a complete recommended session strategy based on your profile and current ocean conditions.

  2. 02

    Evaluate environmental risk

    Assesses how temperature and sun exposure will specifically impact your safety.

  3. 03

    Get fatigue forecast

    Predicts the specific time you will likely hit a fatigue threshold during your session.

  4. 04

    Suggest rest strategy

    Determines the best frequency and length for breaks to help you stay in the water longer.

Real work

What teams actually run

01

Pre-Surf Planning

Input your fitness level and the forecast to get a full session strategy before you hit the beach.

02

Safety Monitoring

Check environmental risks when sun exposure and water temperature are high.

03

Fatigue Management

Get a forecast of when you will hit your limit to avoid dangerous exhaustion.

04

Optimizing Breaks

Find the best time to rest so you can stay out in the waves longer.

One connector, every AI

Surf Endurance Model 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 Surf Endurance Model 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

944ms average. Fast in production.

Surf Endurance Model is checked daily against the live service.

Daily averagePeak 1060ms
Oct 3Today
Fastest day
775ms
Slowest day
1060ms
14-day trend
Stable+2%

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 Surf Endurance Model, so you can see the experience inside your AI.

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

Surf Endurance Model Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_2TV4wmjmXbJyeVt7Rif3cTohVValuG8ZnAAHZ5fY/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 — Surf Endurance Model capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "surf-session-duration-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_2TV4wmjmXbJyeVt7Rif3cTohVValuG8ZnAAHZ5fY/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 Surf Endurance Model in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Surf Endurance Model owners hand off.

This is built for surfers who want to manage their physical output and safety through data. It's useful for anyone from beginners to pros who want to avoid hitting a wall in the water.

  • 01

    Surfers

    Use it to plan session lengths and rest intervals.

  • 02

    Surf Coaches

    Hand off environmental and fitness data to the AI to create safety guidelines for students.

  • 03

    Ocean Safety Enthusiasts

    Use the risk assessment capabilities to monitor environmental stressors.

FAQ

Questions Surf Endurance Model owners ask.

  • 01

    How does this MCP help with surfing safety?

    It assesses the combined impact of water temperature and sun exposure to predict risks like solar stress or exhaustion.

  • 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 the Vinkius platform.

  • 03

    What information do I need to provide for a session plan?

    You should provide your fitness level, water temperature, wave intensity, and hydration status for the most accurate results.

  • 04

    Does it predict when I will get tired?

    Yes, the get_fatigue_forecast capability predicts when you will likely hit a fatigue threshold based on your input data.

  • 05

    How does it suggest breaks?

    The suggest_rest_strategy capability determines the best frequency and duration for breaks to help you maximize your time in the water.

  • 06

    How does the capability account for cold water?

    The endurance model applies a penalty to the total safe duration based on the water temperature, as lower temperatures increase thermal energy loss and fatigue.

  • 07

    Can I use this to plan my breaks?

    Yes, you can use suggest_rest_strategy to determine the optimal frequency and duration of breaks to maximize your time in the water.

  • 08

    What factors influence the fatigue prediction?

    Fatigue is predicted by comparing energy depletion from wave quality and temperature against your energy reserves determined by fitness and hydration.

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