Use Surf Endurance Model with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Calculate safe surf session durations and rest strategies based on water temperature, wave intensity, and fitness.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 4 capabilities
The complete Surf Endurance Model capability set.
These are the exact actions your AI can choose when you ask it to work with Surf Endurance Model.
01-04
4 capabilities in this set.
Part of 4 available through Surf Endurance Model.
- 01
Calculate session plan
Provides a complete recommended session strategy based on current conditions and user profile
- 02
Evaluate environmental risk
Specifically assesses the combined impact of temperature and sun on the user's safety
- 03
Get fatigue forecast
Predicts when a surfer will likely hit a fatigue threshold during a session
- 04
Suggest rest strategy
Determines the optimal frequency and duration of breaks to maximize session length
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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding 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
1107ms average. Fast in production.
Surf Endurance Model is checked daily against the live service.
- Fastest day
- 1107ms
- Slowest day
- 1107ms
- 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 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.
https://edge.vinkius.com/vk_preview_2TV4wmjmXbJyeVt7Rif3cTohVValuG8ZnAAHZ5fY/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Surf Endurance Model capabilities are ready to use.
{
"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? How to give Claude access to Surf Endurance Model
FAQ
Questions Surf Endurance Model owners ask.
- 01
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.
- 02
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.
- 03
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.
Explore
More in Health
Surf Interval Trainer AI Connector
Optimized interval training protocols designed specifically for surf fitness and paddle endurance.
ViewPaddle Fitness Calculator AI Connector
Calculate paddling distance, rest periods, and conditioning plans based on wave dynamics.
ViewSurf Injury Prevention Program AI Connector
Customized injury prevention protocols for surfers based on injury history and biomechanics.
ViewPaddle Speed Calculator AI Connector
Predict paddling speed, catch rates, and wave count potential for surfboards.
View
Suggestions
Surf Therapy Session Designer AI Connector
Designs structured surf therapy sessions by integrating therapeutic goals with surf methodology and safety pro
ViewSurf Session Efficiency Metrics AI Connector
Analyze surfing session performance and efficiency.
ViewMental Performance Visualization AI Connector
Tailored mental rehearsal protocols for surfers to optimize performance.
ViewPaddle-Out Calorie Estimator AI Connector
Calculate physiological energy expenditure and time for surfing paddle-outs based on water currents.
View
