This company organises more tours than there are tourists in Amsterdam. Some sound a bit tacky like the Pizza Cruise or Candlelight Cruise, but this is one of the better options in town if you don't have a lot of time and you'd like to save some cash. Keytours is located at the same address as the Diamond Museum Amsterdam.
