May ran for re-election in the 2015 federal election in the riding of Saanich–Gulf Islands and was successful in regaining her seat in Parliament. After the 2015 election, she was the only Green Party member in the House of Commons. This changed on May 6, 2019, when Paul Manly was elected. Manly became the second Green Party member in the House of Commons.