Clagett was elected as a Federalist to the Eighth Congress (March 4, 1803-March 3, 1805). He was appointed a justice of the peace and quorum in 1808. In addition, he was appointed judge of probate for Hillsborough County, New Hampshire in 1810 and served until his resignation in 1812, having been appointed to another judicial position.