The settlement of Charnovanz was first mentioned in a 1228 deed issued by the Piast duke Casimir I of Opole, when he relocated a Premonstratensian (Norbertine) nunnery from Rybnik to the site, centered on St Norbert Church.
The monastery was vested with extended estates; it was devastated by Swedish troops during the Thirty Years' War in 1643 and the nuns fled to Boleslawiec in Greater Poland.
From 1684 to 1688, a Baroque wooden church was erected south of the village at the site of a medieval chapel dedicated to Saint Anne.
The present-day convent was re-established in 1870 by the Breslau bishop Heinrich Förster with the consent of Pope Pius IX.
Part of the German Empire since 1871, the village remained with Germany upon the Upper Silesia plebiscite of 1921; it was renamed Klosterbrück by the Nazi authorities in 1936.