Everyone knows Babylon dictionary, it is one of the most common dictionary that used in the world. A free babylon extension for firefox is available here. It works quite enough, the requirement is just clicking the word that you wanna search twice.
Babylon Dictionary
But missing part is that:
It doesn't save the word you search...