The anode in lithium-ion batteries usually consists of graphite or other carbon-based materials. Catalysts such as [metal-organic frameworks]() (MOFs) and [graphene]() can be integrated into the anode to enhance its capacity and cycling stability. These catalysts can provide additional active sites for lithium ion storage and improve the conductivity of the anode material.