Tharpe is a surname that may refer to:

Sister Rosetta Tharpe (1915–1973) gospel singer and guitarist Jimmy G. Tharpe (1930–2008), Baptist clergyman Larry Tharpe (born 1970), American football offensive tackle Saucerhead Tharpe, a major character in Glen Cook's Garrett P.I. series

See also Tharp