It is always recommended to wear comfortable and airy clothes - Jeans, long sleeve tops, and a good pair of comfortable shoes are recommended. If you plan to explore various attractions in Amsterdam by cycling, dresses can get very uncomfortable and hence can be avoided. Also, pack a jacket or coat for the night when it can get a little colder.