May served as chairman of the Committee on Private Land Claims (Twenty-fifth Congress). He was not a candidate for renomination in 1838 to the Twenty-sixth Congress. May continued the practice of law after he moved to Peoria. After having been elected as mayor of Springfield in May 1841, he went to California during the gold rush.