Micro-porous activated carbons (ACs) with a narrow pore size distribution of 0.4–0.6nm and high specific surface areas (1160–1315m2⋅ g−1) are prepared from environment-friendly, low-grade potassium humate (HA-K, carbon resource) and mild activating agent potassium acetate (CH3COOK). Microstructure characterizations indicate that the introduction of activating agent CH3COOK is a key step to achieve high specific surface area and carbonization degree. These ACs contain small amount of oxygen and nitrogen, and show obvious pseudo-capacitance besides double layer capacitance. As a result, the optimized ACs achieve high specific capacitances of 311F⋅g−1 and 317F⋅g−1 at 0.1A⋅g−1 in 2M KOH and 1M H2SO4 aqueous electrolytes, respectively. This sample also shows a good charge-discharge cycling stability within 10 000 cycles.