Drucker made his international debut for Israel national under-19 football team in 1966. However, following his major score during that season, Milovan Ćirić, Israel's senior team manager, decided to add him into the senior squad. He took part in international games (1968 Summer Olympics and 1968 AFC Asian Cup,), but he did not take part in the 1970 FIFA World Cup. Drucker made 18 appearances for the Israel national football team since 1968 until he was expelled in 1970.