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This is a Flask web app that uses youtube_dl to check a YouTube playlist and search for any obvious copyright. Find it here.
This is done using YouTube's "Music in this video" section at the bottom of a video description.
Of course this isn't flawless, but it's a quick way to check if a playlist has a song that's copyright is enforced by a music label.