Kevin Tyrone Eubanks (born November 15, 1957) is an American jazz guitarist.

He played with Art Blakey, Roy Haynes, Slide Hampton, and Sam Rivers before starting to lead his own groups in 1983. Since 1995 he has been the leader of the Tonight Show Band.

Like his brother Robin Eubanks , a jazz trombonist, he has played on record with Dave Holland.

Eubanks is from Philadelphia and frequently wears Philadelphia Eagles and Philadelphia 76ers jerseys or hats on the show to support his teams.