After the war Bruguier became active in politics although he was not a member of a political party until the 1930s when he joined the French Section of the Workers' International (SFIO) (French socialist party).
He stood for unsuccessfully in elections to the city council in 1919 and 1924 on lists backed by the SFIO and Radical Party.