Sarrocchi is a surname of Italian origin. Notable people with the surname include:
Gino Sarrocchi (1870–1950), Italian lawyer and politician Giulio Sarrocchi (1887–1971), Italian fencer Margherita Sarrocchi (c. 1560–1617), Italian poet Tito Sarrocchi (1824–1900), Italian sculptor