It's $25 US taxi fare for the airport to the water taxi. Any taxi driver will know how to get there. You will save about $80 US between the 3 of you. That will buy a few Belikins.
I think it is an interesting and fun trip even if you didn't save anything. Don't worry about bags. The last time I was on I think someone was moving half of their household goods on it including livestock.