Yes, Coffee grounds can aid in composting asparagus. Coffee grounds are too acidic on their own, but they're OK when mixed with other kitchen trash and, especially, yard debris like leaves. Asparagus grows best on soil with a pH of 6.5 to 7, which is somewhat acidic.