Exeter is a city in Exeter Township, Barry County, Missouri, United States. The population was 772 at the 2010 census. According to the United …Exeter is a city in Exeter Township, Barry County, Missouri, United States. The population was 772 at the 2010 census. According to the United States Census Bureau, the city has a total area of 0.79 square miles, all land.