A new and unique x Mangave plant named ‘;Coffee Jitters’; characterized by a rounded mound of fleshy, fleshy, linear to lanceolate leaves that develop densely concentrated dark greyed-purple spotting with intense light. The leaves have numerous small, flexible marginal teeth pointing outwardly. The new plant is suitable for the garden or as a potted plant in the garden or home.