Gramaglia is an Italian surname. Notable people with the surname include:
Bruno Gramaglia (1919–2005), Italian footballer Marie-Pierre Gramaglia, Monagesque politician Mariella Gramaglia (1949–2014), Italian politician and feminist Paulina Gramaglia (born 2003), Argentine professional footballer