The announcement sets up a rematch of the 2015 race, when Williams finished second to Kenney.
In a statement, the Kenney campaign says the mayor continues to focus on plans addressing the city's biggest challenges, including the epidemic of gun violence.
Former City Controller Alan Butkovitz will also challenge Kenney in the May 21st primary.