Generates detailed exercise pages, workout sessions, and multi-day plans formatted in Markdown, including step-by-step instructions and structured image prompts.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@Workout Maker MCP Server Create a 30-day strength training plan for a 35-year-old"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
An MCP server for creating workout content, sessions, and plans.
Create Exercise Page: Generates a detailed exercise page in Markdown with step-by-step instructions and optimized NanoBanana/Gemini image prompts.
Create Session: Groups exercises into a balanced daily workout (Push, Pull, Legs, Core).
Create Workout Plan: Generates a multi-day schedule tailored to goals and age, ensuring balanced movement patterns.
Related MCP server: Fitness AI MCP
pip install -r requirements.txtRun the server:
python workout_server.pycreate_exercise_page(name, type, steps, visual_description)
create_session(name, difficulty, duration_minutes)
create_workout_plan(goal, age_range, length_days)
The create_exercise_page tool outputs a Markdown block containing a command like:
/image prompt="..."
This allows you to easily generate consistent, high-quality illustrations for your workout content using the Gemini CLI extensions.
This server cannot be deployed
MCP server for generating rough-draft project plans from natural-language prompts.
MCP server for Flux AI image generation
MCP server for NanoBanana AI image generation and editing
MCP server for Qwen Image 3 AI image generation
