Parsley is a surname, and may refer to:
Ambrosia Parsley (b. 1971), American singer-songwriter Cliff Parsley (born 1954), American football punter Eliza Hall Nutt Parsley (1842–1920), American philanthropist and schoolteacher Henry N. Parsley, Jr. (born 1948), American bishop Ian Parsley (b. 1977), Northern Ireland politician and businessman Jamie Parsley (born 1969), American poet and Episcopalian priest Lea Ann Parsley (born 1968), American skeleton racer Neil Parsley (born 1966), English footballer Osbert Parsley (1511–1585), English renaissance composer Rod Parsley (born 1957), American televangelist