Peycheva (Bulgarian: Пейчева) is a female form of Bulgarian surname Peychev (Bulgarian: Пейчев). Notable people with the surname include:
- Gergana Peycheva (born 2003), Bulgarian chess master
- Khriska Peycheva (born 1955), Bulgarian former swimmer
- Simona Peycheva (born 1985), Bulgarian rhythmic gymnast