Is there a database of airport ceilometer raw data?
OGIMET looks like it goes back to 2005. 

My favorite weather site Weather Underground has historical data.

It seems like you need to plug in dates one at a time but there are plenty of ways to skim a page and im sure you can ask them for a data dump if you know what you need.