There are Gists available that attempt to cross-reference Beatport with other databases for downloads.
Beatport provider. · music-assistant · Discussion #4039 - GitHub
Other repositories are designed to download the audio files themselves. These scripts often require a premium subscription to Beatport (such as Beatport Streaming) to function legally, acting as a bridge to save tracks for offline use in DJ software like Rekordbox or Serato. Popular Features of GitHub Repositories