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Connect Cycling Power Calculator 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. Get exact wattage requirements for any ride profile.

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 Cycling Power Calculator.

  1. 01

    Calculate power requirement

    This capability determines the exact wattage needed to maintain a target speed under specific environmental conditions.

  2. 02

    Get aerodynamic sensitivity

    Use this to analyze how changes in wind direction or your frontal area will impact your total power requirement.

  3. 03

    Simulate climb profile

    This capability calculates the power demands for multi-stage climbs that feature changing gradients.

Real work

What teams actually run

01

Race Preparation

Model the power needed for a specific mountain pass given the expected wind and gradient.

02

Equipment Testing

Analyze how a change in your aerodynamic profile affects your required wattage.

03

Training Planning

Determine the target power for specific speed goals on different terrain types.

04

Climb Profiling

Simulate the effort required for a long climb with varying steepness.

One connector, every AI

Cycling Power Calculator 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 Cycling Power Calculator 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

929ms average. Fast in production.

Cycling Power Calculator is checked daily against the live service.

Daily averagePeak 1065ms
Oct 3Today
Fastest day
683ms
Slowest day
1065ms
14-day trend
Improving-12%

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 Cycling Power Calculator, so you can see the experience inside your AI.

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

Cycling Power Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ZO8Dz9Hzdn4xwaExMpLpSyrN0aL88v5zWQGb8gN3/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 — Cycling Power Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "cycling-power-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ZO8Dz9Hzdn4xwaExMpLpSyrN0aL88v5zWQGb8gN3/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 Cycling Power Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Cycling Power Calculator owners hand off.

This MCP is built for anyone looking to apply physics to cycling performance.

  • 01

    Cycling Coaches

    They hand off training plan calculations and effort modeling to their AI agent.

  • 02

    Data Analysts

    They use the engine to model the physical impact of environmental variables on rider performance.

  • 03

    Competitive Riders

    They use the capability to prepare for specific climbs or weather conditions on upcoming races.

FAQ

Questions Cycling Power Calculator owners ask.

  • 01

    How does this MCP calculate power?

    It uses a deterministic engine that accounts for gravitational resistance, rolling resistance, aerodynamic drag, and drivetrain efficiency.

  • 02

    Can I account for wind in my calculations?

    Yes, the MCP handles headwind, tailwind, and crosswind variables to determine how they impact your required power.

  • 03

    Does it factor in altitude?

    Yes, the engine includes altitude-based air density changes in its calculations.

  • 04

    Which AI clients can I use with this?

    You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 05

    Can I simulate a whole climb?

    Yes, the simulate_climb_profile capability allows you to calculate power requirements for multi-stage climbs with changing gradients.

  • 06

    How does wind direction affect the calculation?

    The engine adjusts the relative airspeed based on the wind direction. A headwind increases the drag force, requiring more power, while a tailwind decreases it.

  • 07

    Does the capability account for altitude?

    Yes, the calculate_power_requirement capability adjusts for air density, which decreases as altitude increases, reducing aerodynamic drag.

  • 08

    Can I simulate a whole mountain climb?

    Yes, you can use the simulate_climb_profile capability by providing an array of segments, each with its own distance, gradient, and duration.

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