Poor oxidation stability of ether solvents at the cathode restricts the use of dilute ether electrolytes with conventional concentrations around 1 M in high-voltage, lithium-metal batteries. Here, we report an anion-adsorption approach to altering the ether solvent environment within the electrical double layer (EDL) at the cathode by adding a small amount of nitrate so that the oxidation tolerance of nitrate-containing dilute ether electrolytes is enhanced up to 4.4 V (versus Li/Li + ), leading to complete compatibility with high-voltage cathodes and exhibiting superior cycling stability. Constant potential molecular dynamics simulations reveal that ether molecules are mostly excluded from the cathode because of nitrate occupation in the inner layer of the EDL, thus suppressing ether oxidative decomposition. This work highlights that regulating the interfacial structure by adding surface adsorbates, rather than passivating the cathode-electrolyte interphase or changing ion solvation, can help to enhance the oxidation stability of ether solvents. • A high-voltage dilute ether electrolyte (at 1 M salt concentration) is developed • Molecular mechanism that surface adsorbates suppress solvent decomposition is revealed • A series of adsorption-type additives for high-voltage dilute ethers are proposed Wang et al. propose a simple and convenient approach to enhance the oxidation stability of dilute ether electrolytes (at 1 M salt concentration), by adding a small amount of nitrate (50 mM). This approach addresses a long-standing voltage limitation for dilute ether electrolytes.