 After the 2006 season, Hanrahan became a free agent.On November 6, 2006, the Washington Nationals signed Hanrahan to a one-year contract.He did not make the team out of spring training, and so started with the AAA Columbus Clippers, starting 17 games, going 5–4 with a 3.70 ERA.