- Rolla is a city located in central Missouri, United States. It is the county seat of Phelps County. The city is known for being the home of the Missouri University of Science and Technology, which is a leading research and engineering institution. Rolla has a population of approximately 20,000 residents and is surrounded by scenic landscapes and outdoor recreational opportunities, including the Mark Twain National Forest and the Ozark Mountains.