Belisle, 35, is a 12-year major league veteran who spent last season with the St. Louis Cardinals. He also pitched for new Nationals manager Dusty Baker in Cincinnati.
Belisle had a 2.67 ERA in 34 appearances last season. He has a career 4.34 ERA.
Belisle and the rest of Washington's pitchers and catchers report to spring training Thursday.