"I am at the crime scene and I cannot give any details now," a spokesman of the interior Ministry told Reuters.
Local Mosaique FM radio said that a man tried to storm the Ministry of the Interior, but the police shot his leg, and he was brought under control and taken to the hospital.
A video on social media showed policemen shooting and pedestrians running on Habib Bourguiba Street. Reuters was not able to verify the footage.