Bi2S3 has been considered as an extremely attractive anode for potassium energy storage due to its low cost, good safety, easy synthesis and high theoretical capacity. Nevertheless, it possesses a poor potassium storage performance in practical application because of its sluggish kinetics and severe volume change. To address these challenges, the designed nitrogen-doped carbon-modified Bi2S3 (Bi2S3@NC) nanofibers have been successfully prepared by an electrospinning route and carbonization process. In this designed nanocomposite, the nanosized Bi2S3 particles are uniformly distributed within the one-dimensional mesoporous nanofibers. The constructed mesopores can greatly buffer the volume change of Bi2S3 nanocrystals during the K+ insertion and extraction. Meanwhile, the one-dimensional conductive networks formed by nitrogen-doped carbon fibers are helpful to promote the electronic conductivity of Bi2S3 nanoparticles. This obtained Bi2S3@NC anode exhibits excellent rate capability (467 mAh/g at 1 A/g) and good cyclic performance (79% capacity retention ratio at 5 A/g for 1000 cycles). This study offers a good approach for constructing advanced electrode materials with fast electrochemical reactions.