Okay, I know a few of them! :)
The top picture: "Tall mountain thingy. I see a whole for something to go in, and then there's some sort of doorway at the top, but I have no clue what it does. And on the right another mountain tunnel/crane thing. I assume this works like a tunnel and I place it over the track, but does it have other parts that are supposed to go to it?"
That looks like it would go with an elevation set (comes with the pieces to lift the track up in the air) and have track that can go up to the house on top and run through the tunnel as well. Not 100% sure though (Boy, you have a lot of pieces we don't have and I thought we had most!) Crane thing, I think the one in the next picture that is orange goes with it, but not 100%. Check this pic out http://www.fisher-price.com/UserInputFiles/photoupload/1cc802ab873749d3a0ed3c4ea418188d_400.jpg
"Little house, no clue if it does anything other tha look cute, but it does have some sort of crane thingy on the left of it. And on the right some sort of house with a strange set of "docking station" looking things in the back. What the heck is this for? I show the back in the next picture."
It mainly just looks cute. The crane came with more little tubes that it can lift off of one train car and onto another on an opposite track on the other side. No clue about the dock, maybe the roundhouse type building?
"And then there's some thing that you put something in the top, twist something and it rolls out the bottom into a train car (we figured that part out). But what the heck is supposed to go in it? I"
There should be red tubes that roll through that building and into/onto a train car. I believe that building came with a blue set of train cars that have one side that flips down on each car.
"Tunnel and bridge. I think the tunnel just stands alone and goes over the track, right? But the bridge confuses me, it doens't fit together and so I'm not sure what piece I'm supposed to be looking for to make it work?"
Can you see in this pic the green tunnels/ramps? http://www.fisher-price.com/UserInputFiles/photoupload/a4345e90934649ef9826cdf8d9888b52_400.jpg, there is just a straight piece between them - not the suspension bridge, look right in front of that.
There should be a connecting piece or two for the green ramp/bridge. They don't connect to each other, but to another straight piece of track.