How does this MCP calculate my best position?

It uses your height, chest width, wind speed, and slope to run a calculation that finds the best torso angle to minimize drag.

Can I use this if I am not very flexible?

Yes. The capability includes a flexibility constraint check to ensure the suggested position is actually sustainable for your body.

What AI clients can I use with this MCP?

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

Does it account for wind speed?

Yes, it uses wind speed and slope to determine how much drag you'll face and how much speed you can gain.

How do I get started?

Since Vinkius hosts the MCP, you just connect it once through your client and you're ready to use the capabilities.

How does the capability account for my physical limits?

The calculate_optimal_tuck capability uses your flexibility score to ensure the recommended angle is physically achievable. You can also use evaluate_flexibility_constraint to verify if a specific angle is sustainable.

Can I use this to prepare for high wind conditions?

Yes. You can use get_drag_reduction_profile to see how drag reduction changes across different wind speeds, accounting for factors like clothing flapping.

Does the slope of the road affect the results?

Yes, the calculate_optimal_tuck capability takes the slope angle into account to provide a more accurate model of effective velocity and drag.

An astronaut overseeing a futuristic data hub

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Connect Tuck Speed Optimizer to ChatGPT, Claude and Gemini

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. Find the exact body position to cut drag and gain speed.

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.

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.

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 Tuck Speed Optimizer.

01
Analyze aerodynamic impact
This capability calculates how much speed you gain or lose when environmental conditions change.
02
Evaluate flexibility constraint
This capability checks if a specific tuck position is physically possible for your body's flexibility level.
03
Get drag reduction profile
This capability provides a summary of how much drag you can reduce across various wind speeds.
04
Calculate optimal tuck
This capability determines your best body angle to minimize drag based on your size and the current wind.

Real work

What teams actually run

Race Prep

Calculate your best position before a time trial based on expected wind speeds.

Equipment Tuning

See how your body dimensions interact with different environmental factors.

Training Planning

Determine if a more aggressive position is physically sustainable for your current flexibility.

Real-time Adjustments

Model how a change in wind speed will impact your velocity in a specific tuck.

One connector, every AI

Tuck Speed Optimizer 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.

Building your own app? The connector is yours to use.

You don't need a client to put Tuck Speed Optimizer 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

886ms average. Fast in production.

Tuck Speed Optimizer is checked daily against the live service.

Daily averagePeak 1064ms

Oct 3Today

Fastest day: 729ms
Slowest day: 1064ms
14-day trend: Stable-3%

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 Tuck Speed Optimizer, so you can see the experience inside your AI.

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

Tuck Speed Optimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ggQJ9YLuXWCj9igKCB26AIvbWuv4pZYwMMzPRY9c/mcp

Claude 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 — Tuck Speed Optimizer capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "tuck-speed-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ggQJ9YLuXWCj9igKCB26AIvbWuv4pZYwMMzPRY9c/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 Tuck Speed Optimizer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Tuck Speed Optimizer owners hand off.

This MCP is built for anyone looking to optimize their cycling performance through physics. You can hand off your physical stats and weather data to your agent to get instant positioning advice.

01
Competitive Cyclists
They use the capability to find the most efficient racing positions.
02
Aerodynamics Enthusiasts
They use the data to model how different variables impact their speed.
03
Coaches
They use the modeling to suggest sustainable positions for their athletes.

FAQ

Questions Tuck Speed Optimizer owners ask.

01
How does this MCP calculate my best position?
It uses your height, chest width, wind speed, and slope to run a calculation that finds the best torso angle to minimize drag.
02
Can I use this if I am not very flexible?
Yes. The capability includes a flexibility constraint check to ensure the suggested position is actually sustainable for your body.
03
What AI clients can I use with this MCP?
You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
04
Does it account for wind speed?
Yes, it uses wind speed and slope to determine how much drag you'll face and how much speed you can gain.
05
How do I get started?
Since Vinkius hosts the MCP, you just connect it once through your client and you're ready to use the capabilities.
06
How does the capability account for my physical limits?
The calculate_optimal_tuck capability uses your flexibility score to ensure the recommended angle is physically achievable. You can also use evaluate_flexibility_constraint to verify if a specific angle is sustainable.
07
Can I use this to prepare for high wind conditions?
Yes. You can use get_drag_reduction_profile to see how drag reduction changes across different wind speeds, accounting for factors like clothing flapping.
08
Does the slope of the road affect the results?
Yes, the calculate_optimal_tuck capability takes the slope angle into account to provide a more accurate model of effective velocity and drag.

Explore

More in Sports

Connect Tuck Speed Optimizer to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Analyze aerodynamic impact

Evaluate flexibility constraint

Get drag reduction profile

Calculate optimal tuck

What teams actually run

Race Prep

Equipment Tuning

Training Planning

Real-time Adjustments

Building your own app? The connector is yours to use.

Tuck Speed Optimizer Connector

Claude Desktop

Competitive Cyclists

Aerodynamics Enthusiasts

Coaches

How does this MCP calculate my best position?

Can I use this if I am not very flexible?

What AI clients can I use with this MCP?

Does it account for wind speed?

How do I get started?

How does the capability account for my physical limits?

Can I use this to prepare for high wind conditions?

Does the slope of the road affect the results?

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