Rub chicken breasts with oil. Combine salt, pepper and cumin and sprinkle over all sides of chicken. Place in crock cooker.
Pour in last 4 ingredients (onion through tomatoes), being careful to not rinse off spices on chicken, and cover with the lid.
Cook for 4 hours on high, or until the chicken is cooked through and the sauce thickens. Stir and serve.