DIY described "Mexican Fender" as a "perfect three-and-a-half minute slice of giddy, upbeat power-pop, sprinkling Weezer’s trademark “oohs” all over, and has a smattering of self-awareness." Andy Cush at Spin called the song a "spiritual sequel" to "In the Garage" from the band's 1994 self-titled release.