After about three hours of debate, a simple majority of lawmakers stood up in a demonstration of their withdrawal of trust from Mr. Kurz, 32, making him the first Austrian leader in more than seven decades to be removed from power by his peers in Parliament.

The removal of Mr. Kurz, just 17 months after he became chancellor, came despite a gain of 8 percentage points for his conservative People’s Party in the European Parliament elections.