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

Alessandro Piccinelli (born 1997), Italian volleyball player Enea Piccinelli (1927–2025), Italian lawyer and politician Giorgio Piccinelli (1930–2000), Italian sprint canoer Neil Piccinelli (born 1967), Australian rugby league footballer