ChatGPT Rebuilds Workout Plan via MCP

haltakov · x · 2026-07-11

The author shares the results of integrating ChatGPT into Simple Muscle: it can rebuild workout routines from old training screenshots, interacting with the app via MCP.

When specific exercises are missing from the library, the system searches the database and selects appropriate alternatives. The author notes that the model's judgment within this workflow provides the real value, whereas setting up the iOS, backend, and sync infrastructure was relatively easy.

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