I'm not ready to take the full solar plunge yet and thought that I would get my feet wet with what I thought would be a simple solar panel to home charging station. I guess I'm being too naive as I have no solar/electric knowledge?
It's theoretically possible, but far from simple - and critically for your purposes there's no cheap way to do it.
The point here is that the output from the solar panels fluctuates from moment to moment (clouds etc), while the charger in the car expects a constant source of power. The car can be directed to change the current that it is drawing, but only with a minimum of 6A and with a response time of a few seconds. Also, standard (ie. cheap) solar inverters have a very simple control system - they take as much power as they can get out of the panels and pump it into the grid (with the current going up as the power increases), relying on the load on the grid at large to stop the voltage going up.
You could possibly make a special inverter that, on seeing a cloud, dropped the voltage while telling the car to reduce its current draw - but there's no guarantee you could make that reliable (and certainly nobody sells one).
You could buy an 'off grid' solar system with batteries in it, but that would be punishingly expensive and quite inefficient.
You could also (for Model S, not roadster) get a DC charging solution that could bypass the car's charger and charge the battery directly. I believe these do exist (for CHAdeMO, hence usable with Model S), but again expensive and only made in large sizes as they assume that the only reason you would want this is for high power.
Or you could do what most people do and connect your solar to the grid, and charge your car when the sun is shining - then most of the power is going direct from the panels to the car, but with the peaks and troughs rounded off for you by the grid.