One of the most popular ways to download The Beatles' greatest hits in MP3 format is through online music stores such as iTunes, Google Play Music, or Amazon Music. These platforms offer a vast collection of their songs, including their most famous hits, and allow users to download them in MP3 format. Additionally, there are also various websites that offer free MP3 downloads of The Beatles' music, although these may not always be official or legitimate sources.