Scurlock is a surname. Notable people with the surname include:
- Doc Scurlock (1850-1929), American old west figure; part of Lincoln County War
- Eddy C. Scurlock (1905-1988), American oil tycoon and entrepreneur
- James Scurlock (born 1971), American documentary filmmaker
- Kliph Scurlock (born 1973), American musician
- Mary Steele, née Scurlock (1678-1718), Welsh wife of Irishman Sir Richard Steele
- Mial Scurlock (1809-1836), a defender in the Battle of the Alamo
- Mike Scurlock (born 1972), American football player
- Ovie Scurlock (born 1918), American jockey in Thoroughbred horse racing
Read more about Scurlock: See Also