Crevice corrosion causes severe damage to metallic materials in marine environments. The inner mechanism of crevice corrosion in the presence of microbes deserves in-depth investigation. Herein, the electroactive Shewanella algae was found to accelerate the crevice corrosion of X70 pipeline steel through weight loss analysis, electrochemical tests, characterization of surface morphology, and analysis of corrosion products. The corrosion current increased to 2.3 μA cm−2, which was 2.3 folds of that in a sterile medium. Further electrochemical tests were carried out with exogenous addition of riboflavin. It confirmed that extracellular electron transfer accelerated the crevice corrosion in which S. algae participated.