Neko Harbor is an inlet on the Antarctic Peninsula on Andvord Bay, situated on the west coast of Graham Land. Neko Harbor was discovered by Belgian explorer Adrien de Gerlache in the early 20th century. It was named for a Scottish whaling boat, the Neko, which operated in the area between 1911 and 1924.