Edmands was elected as a Whig to the Thirty-third Congress (March 4, 1853 – March 3, 1855). He declined to be a candidate for renomination in 1854, and returned to Pacific Mills and served as its treasurer. Edmands was a presidential elector on the Republican ticket in 1868.
