Music of the Sun received generally mixed reviews from music critics.
In a positive review, Jason Birchmeier of AllMusic commented that the album presents Rihanna as "winsome rather than [a] wannabe," as well as how she managed to set herself apart from other urban dance-pop artists such as Ashanti, Beyoncé, and Ciara.