Reyes signed a minor-league contract with the Nationals on Thursday, Talk Nats reports.
Reyes was released by the Royals a week ago but has quickly latched on in another organization. The 27-year-old batted just .186/.231/.288 with a 36.9 percent strikeout rate during his time in Kansas City but figures to get another shot soon on a rebuilding Nats club.