nonmetal atoms from open environment also have the stable coordination interaction to saturate SAs. [8][9][10][11] Among previous reports, the most common case is that SAs are covered by oxygen (O) in the air, because O can provide well-matched p-orbitals to couple with the d-orbitals of metal centers. [12][13][14] Such coordinated O atoms stretched out of SAs could construct chemical environments with negative charge, benefiting for adsorbing electropositive matters. [15,16] In addition, the coordinated O atoms can gather photoelectrons from SAs anchored on semiconductor under irradiation, further lowering the activation energy barriers. [17] However, how to construct and modulate the adventitious O coordination on SAs still remains ambiguous, which hampers the understanding on the real role of coordination environment around SAs in catalysis.To catch adventitious O atoms in open environment, it is better to choose the metal SAs with the strong ability for bonding with O atoms. From such view, molybdenum (Mo) exhibits the combined merits for catching and tuning O atoms, including the moderate half-full electrons state ([Kr] 4d 5 5s 1 ), the short length of Mo-O bonding (≈1.2 Å) and the multiple valence states. [18][19][20] Thus, the amounts of coordinated O atoms can be directly controlled by the site density of Mo-SAs. The next step is to Coordination environment and site density have great impacts on the catalytic performance for single atoms (SAs). Herein, the site density of Mo-SAs on red polymeric carbon nitrides (RPCN) is modulated via a local carbonization strategy to controllably catch adventitious O atoms from open environment. The addition of melamine derivants with hydrocarbyl chains induces local carbonization during RPCN pyrolysis. These local carbonization regions bring abundant graphitic N 3C to anchor Mo-SAs, and most of Mo-SAs catch the O atoms in air, forming the O 2 -covered Mo-N 3 coordination. The dopants of carbon source with different structures and amounts can modulate the site density of Mo-SAs, therefore controlling the amounts of coordinated O atoms. Furthermore, coordinated O atoms around Mo-SAs construct the catalytic environment with Lewis base and gather photo-generated electrons under light. Such O-covered Mo-SAs endow RPCN materials (Mo-RPCN) with a strong ability for hydrogen abstraction, leading to the 99.51% ratio (28.8 mmol min −1 g −1 ) rate for thioanisole conversion with H 2 O 2 assisted advance oxidation technology. This work brings a new sight on the coordinated atoms dominant oxidation process.