A portable microfluidic biosensor was developed for the detection of E. coli O157:H7 using finger actuation. The chip was assembled with three functional zones, immunomagnetic separation, nucleic acid extraction and purification, and signal detection. First, antibody-modified magnetic nanoparticles (MNPs) were used to separate the target bacteria from the sample. The captured bacteria were then lysed and silica-coated MNPs were used to absorb DNA, followed by washing and eluting to obtain purified DNA. The obtained DNA was subjected to amplification and fluorescence detection based on the recombinase polymerase amplification-clustered regularly interspaced short palindromic repeat-associated protein/Cas12a reaction. The fluorescence images were collected and analyzed using a smartphone app under a 3D-printed detection device. It could quantitatively detect E. coli O157:H7 from 102 to 108 CFU/mL in 2.5 h with a limit of detection (LOD) of 10 CFU/mL. The recovery rate ranged from 104 to 120%. Overall, the biosensor realizes "sample-in and answer-out" assay for E. coli O157:H7 and eliminates the need for external pumps and skilled personnel.