Chelsea is a town in Kennebec County, Maine. The population was 2,721 at the 2010 census. It is home to the Togus Veterans Administration facilities. Chelsea was incorporated as a town on March 1, 1851 separating from a portion of Hallowell. The town was named after the town of Chelsea, Massachusetts.