Eelbeck is an extinct town in Chattahoochee County, in the U.S. state of Georgia. The GNIS classifies it as a populated place.
A variant name was "Millville". A post office called Eelbeck was established in 1887, and remained in operation until 1902.[1] Henry J. Eelbeck, an early postmaster, gave the community his last name.[2]