Megrelishvili (Georgian: მეგრელიშვილი) is a Georgian surname. Notable people with the surname include:
- Giorgi Megrelishvili (born 1976), Georgian actor, director and scriptwriter
- Haim Megrelishvili (born 1982), retired Israeli football defender
- Jemal Megrelishvili (born 1950), Soviet wrestler