Bone-in juicy chicken thighs give an overall better flavor and texture, but you can use boneless chicken thighs or breasts.  Just make sure to adjust the baking time. Boneless skinless chicken breasts and boneless thighs should have an internal temperature reaching 165°F, which will be achieved in about 30 minutes.