Overview

Fitness AI MCP Server Health and fitness tools powered by MEOK AI Labs.

Tools

Tool	Description
generate_workout	Generate a complete workout plan tailored to goals and equipment.
track_calories	Track daily calorie and macronutrient intake from food entries.
calculate_body_composition	Calculate BMI, body fat estimate, BMR, and TDEE.
build_training_plan	Build a multi-week training program with periodization.
check_exercise_form	Get exercise form cues, common mistakes, and muscle activation info.

Installation

pip install meok-fitness-ai-mcp

Usage with Claude Desktop

Add to your Claude Desktop MCP config (claude_desktop_config.json):

{
  "mcpServers": {
    "fitness-ai": {
      "command": "python",
      "args": ["-m", "meok_fitness_ai_mcp.server"]
    }
  }
}

Usage with FastMCP

from mcp.server.fastmcp import FastMCP

# This server exposes 5 tool(s) via MCP
# See server.py for full implementation

License

MIT © MEOK AI Labs