Houston is a city in Texas County, Missouri, United States. The population was 2,079 at the 2020 census. It is the county seat of Texas County. …Houston is a city in Texas County, Missouri, United States. The population was 2,079 at the 2020 census. It is the county seat of Texas County. Houston was founded in 1857 and was named after Sam Houston.