BEIJING—A suicide car bombing at the Chinese Embassy in Kyrgyzstan wounded five people and killed the lone attacker, Chinese state media said.

The attack in the Kyrgyz capital of Bishkek took place at about 9:32 a.m. local time Tuesday, when the attacker rammed the vehicle through the embassy gate, according to China’s state-run Xinhua News Agency.

The...