Snap off tough ends of asparagus. If asparagus is thick, old or tough, peel bottoms. Add asparagus to pan of boiling salted water. Boil gently until cooked-bright green and tender-but still firm, about 5 to 8 minutes. Remove; drain on towel; put on platter and drizzle with oil, lifting spears to coat.
Sprinkle with shallots and parsley. Salt slightly.