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Spotify2MP3
A cross-platform desktop app that turns a playlist export into a folder of clean M4A or MP3 files. No Python, no terminal, just drag and drop.
Solo developer PythonBundled desktop app (Windows/macOS)
Drag in a playlist CSV (from Spotify via Exportify, or Apple and YouTube via TuneMyMusic) and it batch-downloads every track as M4A or high-quality MP3, with optional M3U playlist generation. Everything’s bundled into a Windows EXE and a macOS app, because the whole point was that a non-technical person never has to see a Python install or a command line.