Liebscher is a surname. Notable people with the surname include:
Adolf Liebscher (1857–1919), Czech history painter Karel Liebscher (1851–1906), Czech landscape painter and illustrator Richard Liebscher (1910–date of death unknown), German fencer Tom Liebscher (born 1993), German Olympic canoeist