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Connect Surf Session Efficiency Metrics 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. Turn your session logs into hard performance data.

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 · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Surf Metrics.

  1. 01

    Analyze session efficiency

    This capability calculates all primary efficiency and quality metrics for a single session. It breaks down your performance into specific data points like wave counts and active time.

  2. 02

    Get session summary stats

    This capability provides a high-level summary of your session throughput. It's designed for quick overviews of how much surfing you actually did.

  3. 03

    Validate session data

    This capability checks if your session parameters are physically possible. It ensures your logs are logically sound before you run deeper analysis.

Real work

What teams actually run

01

Progress Tracking

Compare waves per hour across different months to see if your efficiency is increasing.

02

Session Auditing

Run validation on your logs to ensure your recorded paddle times and ride times are realistic.

03

Quick Summaries

Get an immediate overview of your session throughput after a morning in the water.

04

Performance Benchmarking

Use efficiency ratios to compare different surf conditions or locations.

One connector, every AI

Surf Metrics 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 Metrics 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

849ms average. Fast in production.

Surf Metrics is checked daily against the live service.

Daily averagePeak 1080ms
Oct 3Today
Fastest day
687ms
Slowest day
1080ms
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. 3 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 Metrics, so you can see the experience inside your AI.

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

Surf Metrics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_1y2NNEMshFrUeDE5u6yCF8k8UGDgSl62k44UYWFN/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 Metrics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "surf-session-efficiency-metrics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_1y2NNEMshFrUeDE5u6yCF8k8UGDgSl62k44UYWFN/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 Metrics in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Surf Metrics owners hand off.

This is for people who want to treat surfing like a measurable sport. It's built for anyone tracking ocean performance through data.

  • 01

    Surfers

    Use it to log session stats and track improvement over time.

  • 02

    Surf Coaches

    Hand off session logs to an AI to get objective performance breakdowns for students.

  • 03

    Sports Analysts

    Use it to process large sets of session data into structured performance metrics.

FAQ

Questions Surf Metrics owners ask.

  • 01

    What clients can I use this MCP with?

    You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.

  • 02

    How does it calculate session quality?

    The MCP uses the provided session parameters to generate a qualitative score for the session.

  • 03

    Can it catch mistakes in my surfing logs?

    Yes, the validation capability checks if your session parameters are physically possible, such as ensuring paddle time doesn't exceed total time.

  • 04

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP for you. You just connect and start using it.

  • 05

    What kind of metrics does it provide?

    It provides waves per hour, active surf time, efficiency ratios, and paddle-to-ride ratios.

  • 06

    What metrics does this server provide?

    It provides active surf time, efficiency ratio, waves per hour, paddle-to-ride ratio, and a session quality score using analyze_session_efficiency.

  • 07

    How is the session quality determined?

    Quality is based on the efficiency ratio: above 0.15 is 'Epic', 0.05-0.15 is 'Good', and below 0.05 is 'Crowded/Flat'.

  • 08

    Can I validate my session data before analysis?

    Yes, use the validate_session_data capability to check if your session parameters are physically possible.

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