Filamentous fungi are important industrial microorganisms that play important roles in the production of bio-based products such as organic acids, proteins and secondary metabolites. The development of metabolic engineering and its enabling techniques have greatly promoted the design, construction and application of filamentous fungal cell factories. This article systematically reviews the development of filamentous fungal cell factories constructed through metabolic engineering, and discusses the challenges and future perspectives for systems metabolic engineering of filamentous fungi.