The Moline Plowboys was a primary name of the minor league baseball teams based in Moline, Illinois, one of the Quad Cities. Moline teams played as members the 1892 Illinois-Iowa League, 1894 Western Association, the Mississippi Valley League (1924–1932), Illinois–Indiana–Iowa League and Central Association (1947–1948), winning four league championships. The franchise played as the "Moline A's" in 1947–1948.

Moline is a city located in Rock Island County, Illinois, United States. With a population of 42,985 in 2020, it is the largest city in Rock Island County. Moline is one of the Quad Cities at the confluence of the Rock and Mississippi rivers, along with neighboring East Moline and Rock Island in Illinois and the cities of Davenport and Bettendorf in Iowa. The Quad Cities had a population of 384,324 in 2020. The city is the ninth-most populous in Illinois outside the Chicago metropolitan area.