According to The Laws of B'rachos (page 373):
Brocho before eating this: Hamotzi Lechem Min Ha'aretz
Brocho after eating the proper shiur of this: Bentching
According to Halachos of Brochos Handbook (page 60):
(Note: this is provided that the Melba Toast was made from bread specially baked for Melba Toast, as is normally done in a factory. If made at home, follow above.)
Brocho before eating this: Borei Minei Mezonos
Brocho after eating the proper shiur of this: Al Hamichya
If one is Koveah Seduah on this item, Hamotzi Lechem Min Ha'aretz and Bentching are required.