Blue Hills Country Club sits in Kansas City, Missouri, occupying rolling terrain characteristic of the region's transition zone between the Great Plains and the Ozark Plateau. Bob Dunning designed the course, contributing to the area's collection of mid-century layouts that work with the natural topography rather than imposing dramatic earthwork. The property features elevation changes and mature tree corridors that define playing corridors and frame approach shots. The routing takes advantage of the hillside setting, with holes that move across slopes and through wooded sections. Dunning's design philosophy typically emphasized strategic variety over penal difficulty, offering multiple routes to greens and rewarding course management. The greens feature modest undulation, and bunkering appears at key decision points rather than as purely aesthetic elements. Water comes into play on several holes, though the course does not rely heavily on forced carries. Blue Hills serves as a traditional private club in the Kansas City metropolitan area, part of the city's established country club community. The club maintains a membership focused on golf and social activities typical of mid-sized private clubs in the Midwest. The course provides a straightforward test that rewards accuracy and local knowledge, with enough variety in hole lengths and angles to keep regular play interesting across seasons.