Current battery production relies on the use of large amounts of N‐methyl‐2‐pyrrolidnone (NMP) solvent during electrode preparation, which raises serious concerns in material cost, energy consumption, and toxicity, thus demanding the innovation of dry electrodes with excellent performance. However, state‐of‐the‐art dry electrodes show inferior energy densities, particularly under high‐areal‐capacity and fast charge/discharge conditions required for practical applications. Here dry production of high‐energy‐density Li‐ and Mn‐rich (LMR) cathodes is shown based on a thermal‐assistant approach. The lithium difluoro(oxalate)borate (LiDFOB) and succinonitrile (SN) serve as two key electrode mediators to facilitate Li+ transport, and the mild heating process for melting SN‐LiDFOB has significantly improved the distribution of various components in the electrode. These synergistic effects enable dry LMR cathodes with a maximum rate capability of 4 C (12 mA cm−2) and an areal capacity of 11.0 mAh cm−2. The resulting Li metal/LMR full cell exhibits the maximum energy and power densities of 609 Wh kg−1 and 2,183 W kg−1, respectively, based on the total mass of the cathode and anode. These results not only break through the key bottleneck in energy density for dry electrodes but, in a broader context, open a new avenue for green and sustainable battery production.