Santos agreed to a minor-league contract with the Rays earlier in January, Marc Topkin of the Tampa Bay Times reports.
Santos' deal includes an invitation to big-league spring training. The 27-year-old reliever appeared in 25 games with Toronto over the past two seasons, logging a 5.15 ERA in those outings.