Lucca is a surname. Notable people with the surname include:
Anthony James Lucca (born 1976), American singer, songwriter, record producer, and actor
Bolívar Pagán Lucca (1897 –1961), Puerto Rican historian, journalist, and politician
Jonatan Lucca (born 1994), Brazilian professional footballer
Lorenzo Lucca (born 2000), Italian professional footballer
Mariano Daniel Lucca (born 1967), Argentine sailor.
Pauline Lucca (1841 – 1908), Austrian operatic dramatic soprano
Papo Lucca (born 1946), Puerto Rican multi-instrumentalist
Riccardo Lucca (born 1997), Italian racing cyclist