If you would like to discover whether Muay Thai is suitable for you, just come to visit several Muay Thai gyms and try a first lesson (certainly most of Muay Thai gyms offer free introduction class) and see whether you want to learn it.
Everyone can learn Muay Thai. However, there may be some of you who have different background of martial arts training, from beginner to expert boxer.