The surname Caffey may refer to:
- Charlotte Caffey (born 1953), American musician
- Francis Gordon Caffey (1868–1951), American federal judge
- Jason Caffey (born 1973), American basketball player
- Lee Roy Caffey (1941–1994), American football player
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