BEIRUT—Islamic State claimed responsibility on Thursday for a deadly double suicide bombing in a Kurdish Syrian city, part of the extremist group’s campaign against Kurdish-controlled areas of the country.

The official Syrian Arab News Agency and the Syrian Observatory for Human Rights both reported casualties of at least 16 and no more than 20, and about 30 wounded.

The...