The efficient catalysis nitrogen (N2) into high‐value N‐containing products plays a crucial role in N economic cycle. However, weak N2 adsorption and invalid N2 activation remain two major bottleneck in rate‐determining steps, leading to low N2 fixation performance. Herein, we highlight an effective dual active sites photocatalyst of polyoxometalates (POMs)‐based metal‐organic frameworks (MOFs) via altering coordination microenvironment and inducing directional shunting of photogenerated carriers to facilitate N2/catalyst interaction and enhance oxidation performance. MOFs create more open unsaturated metal clusters sites with unoccupied d orbital possessing Lewis acidity to accept electrons from 3σg bonding orbital of N2 for storage by combining with POMs to replace bidentate linkers. POMs act as electron sponges donating electrons to MOFs, while the holes directional flow to POMs. The hole‐rich POMs with strong oxidation capacity are easily involved in oxidizing adsorbed N2. Taking UiO‐66 (C48H28O32Zr6) and Mo72Fe30 ([Mo72Fe30O252(CH3COO)12{Mo2O7(H2O)}2{H2Mo2O8(H2O)}(H2O)91]·150H2O) as an example, Mo72Fe30@UiO‐66 shows 2‐fold enhanced adsorption of N2 (250.5 cm3 g−1) than UiO‐66 (122.9 cm3 g−1) at P/P0 = 1. And, the HNO3 yield of Mo72Fe30@UiO‐66 is 702.4 μg g−1 h−1, nearly 7 times and 24 times higher to UiO‐66 and Mo72Fe30. Our work provides reliable value for the storage and relaying artificial N2 fixation.This article is protected by copyright. All rights reserved