I didn't understand why he couldn't just kidnap him at the start

That was the big weakness of the book as well.

I've concluded (only after watching the film, oddly enough) that they needed to have Harry at a predictable time when they had everything else prepared. (though they could still have kidnapped and kept him prisoner until needed)