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Peloton to MotherDuck
Self-hostedQuery your workout history as a database
This pipeline copies your Peloton workout history and class details from Peloton's private API into MotherDuck, a hosted database service. It comes with SQL views and instructions for querying the data from an AI assistant over MCP.
You need Python, your Peloton tokens and a MotherDuck account. The data is stored in MotherDuck's cloud. Only one scheduled runner should handle the rotating Peloton refresh token.
- Compare rides in your own dashboard
- SQL views over workout history
- Scheduled incremental imports
- Database queries through MCP
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