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