Closter is a surname. Notable people with the surname include:

Al Closter (born 1943), American baseball player René Closter (born 1952), Luxembourgish businessman Sebastián Closter (born 1989), Argentine volleyball player Wayne Closter (born 1945), Australian rules footballer