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Vis Pro MCP Alpha

Published Mar 20 2026
Gabriel Royer's profile picture.
Gabriel Royer
CEO of Vis Fitness
The ChatGPT create-app dialog configured for the Vis Pro Alpha MCP server.

If you’re using ChatGPT to generate your workouts, this one is for you.

Just like spreadsheets aren’t the right tool to track your workouts in the gym, neither are AI chatbots. We’re seeing this more and more in the gym: people following their workout plan straight from ChatGPT. And we get it: ChatGPT is pretty good at building programs.

But the experience in the gym? Scrolling up and down, up and down, trying to find your next exercise, unable to log your progress. It’s just not built for that.

There needs to be a better way. Something that allows you to keep the power of AI, but pairs it with an experience that is designed for how people work out.

To solve this, we’ve built Vis Pro MCP (Alpha), a way to connect AI directly to Vis.

With Vis Pro MCP, you can use your AI agent of choice to interact with Vis Pro and create or modify workout programs on your behalf. Those programs are then automatically sent to your device, ready to use in the gym.

You can also view the resulting program here.

For now, the MCP only supports reading and writing elements from your library. Scheduling and tweaking individual workouts should be coming very soon. This is still early, so a few setup steps are required to try it out.

How to Add Vis Pro to ChatGPT

  1. On the ChatGPT website, open Settings > Apps > Advanced and enable Developer mode.
    ChatGPT settings with Developer mode enabled in Apps and Advanced.
  2. Click Create app at the top.
  3. Enter the following information:
    Name: Vis Pro Alpha
    MCP Server URL: https://mcp.vis.fitness/mcp
    The ChatGPT create-app dialog with the Vis Pro Alpha name and MCP server URL filled in.
  4. Click Create.
  5. Grant ChatGPT permission to access your Vis Pro account.
  6. Done. You should now be able to use ChatGPT to manage your workouts and programs across your devices.

How to Add Vis Pro to Claude

  1. Go to Claude connector settings.
  2. Enter the following information:
    Name: Vis Pro Alpha
    Remote MCP Server URL: https://mcp.vis.fitness/mcp
  3. Click Add.
    Claude's Add custom connector dialog with Vis Pro Alpha and the MCP server URL filled in.
  4. Click Connect.
    Claude's connectors page showing the Vis Pro Alpha connector ready to connect.
  5. Grant Claude access to your Vis Pro account.
  6. (Optional, but recommended) Open Configure and set the tools to Always allow.
  7. Done. You should now be able to use Claude to manage your workouts and programs across your devices.

A New Approach for AI in Fitness

Connecting AI agents to tools like Vis Pro gives you both sides of the experience: a powerful tool to generate complex workouts for you and a refined interface for when you’re actually in the gym.

The example in the demo is simple, but we’ve already found these models useful for generating thoughtful workouts that take injuries into account. They can even look up the literature to justify their programming.

This is an early step toward a different way of using AI in fitness, one where you’re an active participant rather than a passenger.

More on this soon.

For bugs or feedback, reach out to [email protected].