Thinglaunch is a very fast launcher program for X.

You can bind it to a key in your favorite window manager, and when you want to
start a program, just type its name. thinglaunch has a tiny footprint and
depends only on Xlib.

WWW: http://unix.freecode.com/projects/thinglaunch/