Herein, we develop a hierarchically mesoporous cerium metal–organic framework (Ce-HMMOF) nanozyme with enhanced ALP-mimicking activity for the naked-eye detection of phosphorylated biomarkers. The long-range ordered mesochannels (9.18 nm) throughout the Ce-HMMOF promote both the mass transfer and the accessibility of interior active sites, permitting the rapid and sensitive sensing of phosphorylated biomarkers through ALP-like biocatalysis. This work provides a new insight into the engineering of highly active nanozymes for disease-associated biomarker screening and diagnosis.