Fancy is a surname. Notable people with the surname include:
John Fancy (1913–2008), British Second World War airman and prisoner of war whose escapes inspired the book and film The Great Escape Richard Fancy (born 1943), American actor Stuart Fancy (born 1959), British chess FIDE Master who competes for Papua New Guinean Arthur Fancy, a character on the TV series NYPD Blue