- Abbo Of Fleury (c.950— 1004) abbot of the monastery of Fleury
- Cardinal André-Hercule De Fleury , Bishop of Fréjus (1653—1743), chief minister of Louis XV of France
- Claude Fleury (1640—1723), French historian
- Fleury Mesplet (1734—1794), French-Canadian printer
- Abraham-joseph Bénard (1750—1822), French actor of the Comédie-Française and one of the greatest comedians of his time.
- Joseph-Nicolas Robert-Fleury (1797—1890), French painter
- Louis Fleury (1878—1926), French flautist
- Theoren Fleury (born 1968), Canadian hockey player
- Marc Fleury (born 1968), French software developer
- Amber Fleury (born 1982), a contestant on ''Canadian Idol''
- Marc-Andre Fleury (born 1984), Canadian hockey player
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