Woolfe is the surname of:
Eric Woolfe, actor and artistic director in Toronto
Harry Bruce Woolfe (1880–1965), English film producer in the 1920s–30s
John Woolfe (1932–1969), British racing driver
Kevin Woolfe (1930–2002), Australian rugby player in the 1950s
Nathan Woolfe (born 1988), English footballer
Richard Woolfe, TV producer and senior executive in British broadcasting
Steven Woolfe (born 1967), British politician
Sue Woolfe (born 1950), Australian writer
Fictional people
Syd Woolfe, in Emmerdale, a British soap opera
