Lithium nitrate (LiNO 3 ) as an effective additive to construct stable solid electrolyte interface (SEI) is generally applied in ether-based electrolytes, but its poor solubility in carbonate-based electrolytes limits further application for Li metal batteries (LMBs). Therefore, an engineering of introducing NO 3 into carbonate-based electrolytes by synthesizing targeted covalent organic framework (EB-COF:NO 3 ) to modify Li anode for incubating a reliable SEI is reported. Its unique structure not only facilitates the desolvation process of lithium ions (Li + ) to accelerate the transport of Li + , but also releases NO 3 to form beneficial Li 3 N, LiN x O y species to in situ construct a stable SEI. With the application of EB-COF:NO 3 , the cycling and rate performance of (50 µm) Li//LiFePO 4 full cell is comprehensively improved under the conditions of poor electrolyte and high loading, significantly increasing capacity retention from 14% to 94% after 200 cycles. And the high voltage Li//LiNi 0.5 Mn 1.5 O 4 full cell still demonstrates excellent cycling stability with the capacity retention of 92% after 600 cycles. Accordingly, this strategy shares a prospect for the application of covalent organic frameworks (COFs) to build a stable SEI for high-energy-density LMBs, and also broadens the application of LiNO 3 in carbonate-based electrolytes.