Zappella is an Italian surname. Notable people with the surname include:
- Davide Zappella (born 1998), Italian footballer
- Giovanni Zappella (born 1983), Italian computer scientist and Machine Learning researcher
- Giuseppe Zappella (born 1973), Italian footballer
- Michele Zappella (born 1936), Italian psychiatrist and scholar
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