Was Peter Graves the one who says Gunsmoke starring Matt Dillion at beginning of each series?

The answer is no. The actor who introduced the beginning of each episode of Gunsmoke by saying, "Gunsmoke, starring Matt Dillon" was William Conrad, not Peter Graves.