Furfural has been identified as an attractive platform chemical for production of valuable bio‐based chemicals and bio‐fuels. Therefore, to exploit a new catalyst which directly synthesized furfural from biomass was meaningful. In this work, FePO4⋅2H2O was novelty applied in H2O/THF solvent system to produce furfural from bamboo meal. The influence of catalyst type, solvent type, catalyst dosage, reaction temperature and times on furfural production was comparatively evaluated. The results indicated that the FePO4 catalyst displayed an excellent catalytic activity over mineral acids, metal chlorate and solid acids, achieving the highest furfural yield of 90.5% (from d‐xylose) and 83.1 mol % (from bamboo meal) at 170 °C (60 min) and 180 °C (60 min), respectively. Moreover, characterization indicated that FePO4 can recrystallize after the reaction, which provided a convenience for the catalyst recovery. Considering the excellent catalytic activity and recovering characteristic of FePO4 catalyst, systematical research of this new technique was required before the process could be considered as an industrial scale.