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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Learning Curve Projection with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Forecast your surfing progression and training requirements.

Included with plan

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

Complete set · 4 capabilities

The complete Learning Curve Projection capability set.

These are the exact actions your AI can choose when you ask it to work with Learning Curve Projection.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Learning Curve Projection.

  1. 01

    Compare skill components

    This capability identifies which specific surfing sub-skills act as the primary bottleneck for your overall progress.

  2. 02

    Identify skill plateaus

    Use this to find the specific points in your training schedule where your improvement is likely to stall.

  3. 03

    Project skill progression

    This capability generates a complete roadmap showing your expected skill growth over a set timeframe.

  4. 04

    Calculate required hours

    Get an estimate of the total practice time you need to reach a specific target skill level.

One connector, every AI

Learning Curve Projection 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 Learning Curve Projection 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.

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 Learning Curve Projection, so you can see the experience inside your AI.

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

Learning Curve Projection Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_R87DOTkNmDEhJ4z792vZYpuKC9Gc2ZTATjOanxCN/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 — Learning Curve Projection capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "learning-curve-projection-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_R87DOTkNmDEhJ4z792vZYpuKC9Gc2ZTATjOanxCN/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 Learning Curve Projection

See all the AI clients this connector works with ↑

Who it's for

Built for the work Learning Curve Projection owners hand off.

This MCP is built for surfers who want to treat their progression like a science rather than a guessing game.

  • 01

    Amateur Surfers

    They use the MCP to plan their training schedules and set realistic goals.

  • 02

    Surf Coaches

    They hand off data to the AI to help predict student progress and identify training gaps.

  • 03

    Athletic Trainers

    They use the modeling to adjust training loads and prevent plateaus.

FAQ

Questions Learning Curve Projection owners ask.

  • 01

    What can this MCP do for my surfing?

    It provides predictive modeling to forecast your skill growth, estimate required practice hours, and identify training bottlenecks or plateaus.

  • 02

    How does it calculate my progress?

    The MCP analyzes your current proficiency, how often you practice, and your access to coaching to create its projections.

  • 03

    Which AI clients can I use with this?

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

  • 04

    Can it tell me why I am not improving?

    Yes, it uses a capability to compare skill components and find specific bottlenecks like paddling or pop-up mechanics.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP so it is ready to use as soon as you connect your client.

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