I found a good page, http://www.esawdust.com/blog/eagle/partsearch.html
As the author said:
The Eagle PCB CAD program is very powerful and useful but one of its achilles heels (besides usability oddiities) is a very weak search capability.
With Eagle, you pretty much have to know the exact part and even what library it's in in order to find it and even then it can be difficult.