Throttle Body
Sounds like the same symptoms our 03 Tundra was having.
Of course, even after cleaning the throttle body, the stuttering issue continued. Ended up taking it to Toyota & having the entire unit replaced to the tune of $800 (a few other things done as well).
Fix it asap or learn...