We investigate the influence of configurational entropy on the cycling performance of 2D metal phosphorus trichalcogenides (MPS3) when utilized as anodes in potassium-ion devices. High yield, two-dimensional high entropy CoVMnFeZnPS3 (HEPS3) with thickness ranging from 6 to 10 nm was synthesized via a vacuum solidstate method. HEPS3 enables efficient potassium-ion transport and intercalation at the interface of electrodes, thanks to the high-entropy effects arising from the interaction of various metal ions on the K+ binding energy. HEPS3 potassium-ion anodes outperform their medium-entropy (CoMnFePS3 (ME3PS3) and CoMnFeZnPS3 (ME4PS3)), CoFePS3 (LE2PS3), and FePS3 (LEPS3) counterparts, exhibiting a high reversible capacity of 524 mAh g1 findings indicate that the electrochemical reconstruction of HEPS3 during cycling is crucial for achieving highperformance potassium-ion batteries. In situ-formed metal alloy layers act as catalysts, offering not only suitable adsorption energy to prevent the shuttle effect but also promoting the complete conversion of polysulfides. Furthermore, cations uniformly dispersed across the 2D plane create a "lattice distortion effect," imparting the structure with high mechanical stability and allowing for even distribution of internal stress generated in the electrode during the K+ insertion/extraction process, which in turn suppresses electrode pulverization and prevents the aggregation of MPCh3 layers. This work proposes a novel strategy for significantly enhancing potassium-ion storage performance through the electrochemical activation of high-entropy layered metal phosphides, thus opening a new horizon of 2D material design principle in energy storage devices.