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spotify-downloader
Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found).
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Here's the link to Yt-dlp-gui, which has a gui menu/interface rather than just being run through the command line. There are lots of extra bits and bobs that you can get real nitty gritty with if you want. For example, you can put the upload date/description/channel in the file metadata, or tell it to not download the same video twice, or include subtitles in downloaded videos. It's all in the documentation. Of course, fresh out the box it'll still download whatever you want without any tweaking if that's more your style.
It's not a perfect solution, but SpotDL claims to find Spotify songs on YouTube and then download them from there. Otherwise, you could just do the work manually of finding your songs on Youtube/other websites and sticking them in yt-dlp.