I was doing that since long time with keywords actually.
Make a bookmark to this url: http://www.imcdb.org/movies.php?title=%s
put "imcdb" in the keyword field of the bookmark properties.
then you can search a movie by typing in your address bar "imcdb" followed by the movie title.