Joseph Birdsall Reynolds (February 5, 1836 – March 28, 1898) was an American lawyer from Chilton, Wisconsin who served one term as a member of the Wisconsin State Assembly from Calumet County. He was elected as both a Greenback Party and Democratic candidate.