Temelkovski is a surname. Notable people with the surname include:

Borko Temelkovski (1919–2001), Macedonian politician Ilija Temelkovski, Macedonian handball coach Lui Temelkovski (born 1954), Canadian politician Slavčo Temelkovski (born 2000), Macedonian basketballer