Agucchi is a surname. Notable people with the surname include:
Giovanni Agucchi, 16th-century Italian engraver Giovanni Battista Agucchi (1570–1632), Italian churchman, Papal diplomat, and writer on art theory Girolamo Agucchi (1555–1605), Italian Roman Catholic cardinal