Location. The Sleep Inn Olathe is located in Olathe, Kan. One quarter mile from the Great Mall of the Great Plains One quarter mile from Olathe Medical Center Fifteen miles from Kansas City, Kan. Hotel Features. Complimentary breakfasts Complimentary high speed wired and wireless Internet access Indoor pool Guestrooms. Cable television Complimentary high speed Internet access Coffeemakers