Workout Maker MCP Server
Generates detailed exercise pages, workout sessions, and multi-day plans formatted in Markdown, including step-by-step instructions and structured image prompts.
This server does not currently have a deployable release on Glama. Follow the repository's setup instructions to install and configure it for your MCP client, including any required credentials and local dependencies.
Workout Maker MCP Server
An MCP server for creating workout content, sessions, and plans.
Features
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
Installation
pip install -r requirements.txtUsage
Run the server:
python workout_server.pyTools
create_exercise_page(name, type, steps, visual_description)create_session(name, difficulty, duration_minutes)create_workout_plan(goal, age_range, length_days)
Integration with Gemini/NanoBanana
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.
Tool Schema Changelog
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Maintenance
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