Answer
Elizabeth May has yet to become the longest serving female leader of a Canadian federal party. The longest serving female leader of a Canadian federal party is currently Judy LaMarsh, who led the Liberal Party from 1963 to 1968. May became the leader of the Green Party of Canada in 2006, and has led the party ever since.