How to Generate Workout Plans at Scale with OpenClaw
Generate workout plans at scale with OpenClaw and ToolRouter.
Tool
OpenClaw processes workout plan generation for multiple user profiles simultaneously, making it suitable for fitness apps serving personalised programmes to thousands of users, personal training management platforms, and corporate wellness programmes that need customised plans at scale.
Connect ToolRouter to OpenClaw
1Install the CLI
npm install -g toolrouter-mcp2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp toolsSteps
Once connected (see setup above), use the Workout Planner tool:
- Run: "Search exercises for all major body parts using workout-planner"
- OpenClaw returns a complete exercise database across all body parts
- Use as the data source for your personalisation engine
- Build user-specific plans by filtering against their equipment and goals
Example Prompt
Try this with OpenClaw using the Workout Planner tool
Search exercises for all body parts using workout-planner and return as a complete JSON library with name, body part, target muscle, equipment, and difficulty for each exercise.
Tips
- Pull the complete exercise library once and cache it — exercise data changes infrequently
- Build a personalisation layer that filters exercises by available equipment per user
- Use difficulty level to automatically scale volume and intensity for different experience levels