Clément-Thomas returned to Paris after the proclamation of the Republic on 4 September 1870. The Government of National Defence appointed him commander in chief of the National Guard of the Seine during the siege of Paris. He participated in the disastrous Buzenval breakout attempt of 20 January 1871. Clément-Thomas resigned his command on 13 February.