Tcaci is a Moldovan occupational surname, of Slavic origin, meaning "weaver". Notable people with the surname include:
- Leonid Tcaci (b. 1970), Moldovan football manager
- Svetlana Șepelev-Tcaci (b. 1969), Moldovan long-distance runner
- Zlata Tcaci (1928–2006), Moldovan composer