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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Mechanical Tension Estimator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Turn your workout data into precise physiological growth metrics.

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 Mechanical Tension Estimator capability set.

These are the exact actions your AI can choose when you ask it to work with Mechanical Tension Estimator.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Mechanical Tension Estimator.

  1. 01

    Assess relative load

    This capability determines how heavy a specific load is compared to your theoretical maximum.

  2. 02

    Calculate hypertrophy stimulus

    This capability evaluates the total growth-promoting potential of a completed workout session.

  3. 03

    Get tension score

    This capability calculates the overall mechanical tension score for a specific exercise.

  4. 04

    Find optimal tension zone

    This capability identifies the ideal load and intensity range for hypertrophy based on the exercise type.

One connector, every AI

Mechanical Tension Estimator 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 Mechanical Tension Estimator 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 Mechanical Tension Estimator, so you can see the experience inside your AI.

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

Mechanical Tension Estimator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_cx6lozI8Qq8E8ID2oH7bi5Kg1Xq3Z8QJAKY2OIcJ/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 — Mechanical Tension Estimator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "mechanical-tension-estimator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_cx6lozI8Qq8E8ID2oH7bi5Kg1Xq3Z8QJAKY2OIcJ/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 Mechanical Tension Estimator

See all the AI clients this connector works with ↑

Who it's for

Built for the work Mechanical Tension Estimator owners hand off.

This MCP is built for people who want to apply exercise science to their training logs.

  • 01

    Strength Coaches

    Hand off raw client workout data to the AI to get precise stimulus reports.

  • 02

    Data-Driven Athletes

    Use the AI to verify if training intensity matches hypertrophy goals.

  • 03

    Fitness Researchers

    Apply physiological modeling to sets and reps to quantify mechanical tension.

FAQ

Questions Mechanical Tension Estimator owners ask.

  • 01

    What is mechanical tension in this context?

    It is a primary driver of muscle hypertrophy that this MCP models using load and intensity data.

  • 02

    Which AI clients can use this MCP?

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

  • 03

    How does it determine the best weight for an exercise?

    The find_optimal_tension_zone capability identifies the ideal load and intensity range for specific exercise types.

  • 04

    Can I calculate the stimulus for a whole workout?

    Yes, the calculate_hypertrophy_stimulus capability evaluates the total growth potential of a completed session.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP so it is ready to use immediately after connection.

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