Agterberg is a Dutch surname. Notable people with the surname include:

Cesco Agterberg (born 1975), Dutch football coach Cris Agterberg (1883–1948), Dutch artist and ceramicist Frits Agterberg (born 1936), Dutch geologist

See also Achterberg (surname)