Ashby is part of the North Middlesex Regional School District, which includes the towns of Ashby, Pepperell and Townsend, all in Middlesex County. Ashby has its own elementary school, shares middle school with Townsend, and a high school with Pepperell and Townsend. Ashby is also part of the Montachusett Regional Vocational Technical School district.