Use Tuck Speed Optimizer with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Optimize rider aerodynamics using precise tuck angle modeling.
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 Tuck Speed Optimizer capability set.
These are the exact actions your AI can choose when you ask it to work with Tuck Speed Optimizer.
01-04
4 capabilities in this set.
Part of 4 available through Tuck Speed Optimizer.
- 01
Analyze aerodynamic impact
Evaluates how much speed is lost or gained due to specific environmental changes
- 02
Evaluate flexibility constraint
Checks if a proposed tuck position is physically sustainable for a given rider profile
- 03
Get drag reduction profile
Provides a summary of drag reduction potential across different wind speeds for a specific rider
- 04
Calculate optimal tuck
Determines the best body position to minimize drag based on physical and environmental constraints
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.
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 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
1134ms average. Fast in production.
Tuck Speed Optimizer is checked daily against the live service.
- Fastest day
- 1134ms
- Slowest day
- 1134ms
- 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 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.
https://edge.vinkius.com/vk_preview_ggQJ9YLuXWCj9igKCB26AIvbWuv4pZYwMMzPRY9c/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 — Tuck Speed Optimizer capabilities are ready to use.
{
"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? How to give Claude access to Tuck Speed Optimizer
FAQ
Questions Tuck Speed Optimizer owners ask.
- 01
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.
- 02
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.
- 03
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.
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