Trenton is a city in and the county seat of Grundy County, Missouri, United States. The population was 5,609 at the 2020 United States census. It is the county seat of Grundy County. The city was the world's largest producer of vienna sausages at its biggest employer, the ConAgra Grocery Foods plant, then bought by Nestlé.