Like coffee, matcha has a decent amount of caffeine in it, but it won't give you the jitters. Matcha can actually help reduce anxiety because of the large amount of L-theanine that it contains. This powerful amino acid lessens the stimulating effect of caffeine on the nervous system, and instead, it produces an energized and focused state.