Come Pick Me Up is the seventh studio album by American indie rock band Superchunk, released in 1999.

It is marked by the presence of co-producer Jim O'Rourke, a well-known figure in underground circles.

Superchunk drummer Jon Wurster said that O'Rourke was selected because the band wanted someone "coming from a different head-space.

"[9] O'Rourke helped the band decorate the album with string and horn touches that were not typical of their guitar-based sound.

One of the horn players who appeared on the album is another well-known figure in underground circles, Shellac's Bob Weston.