Myrberg is a surname found in Scandinavia. Notable people with this surname include:

Anna Myrberg (1878–1931), Swedish author and song lyricist Lars Myrberg (born 1964), Swedish boxer Pekka Myrberg (1892–1976), Finnish mathematician Per Myrberg (1933–2023), Swedish singer