Nano/micro hybrid scaffolds in long-term healing tissue engineering can simultaneously offer both mechanical and biological properties. In this study, a hybrid scaffold was fabricated through electrospinning of polycaprolactone (PCL)-chitosan (Cs)/ multi-walled carbon nanotubes (MWCNTs) based nanofibers onto a chemically functionalized knitted silk substrate (F-Silk) and the scaffold were evaluated with regard to morphology, chemical and crystalline structure, hydrophilicity, mechanical properties, bioactivity, biodegradability, and cellular behavior. Chemical functionalization of silk using N-hydroxysuccinimide (NHS) and 1-Ethyl-3-(3-dimethylaminopropyl) carbodiimide (EDC) resulted in greater integrity in the formation of nanofibers onto the microfibers. The presence of MWCNTs significantly reduced the contact angle of the scaffolds from 79.72°±2.72 to 68.92°±5.63. Chemical functionalization of silk, the presence of nanofiber coating, and the presence of MWCNTs increased the ultimate tensile strength of the hybrid scaffolds by 18%, 20%, and 30% compared to raw silk fabric, respectively. The presence of MWCNTs and chemical functionalization of knitted silk increased the bioactivity and reduced the degradation rate of hybrid scaffolds. The increase in the amount of carboxyl groups as a result of adding 0.5wt% of MWCNTs significantly improved the adhesion, growth and proliferation of chondrocyte cells on the hybrid scaffolds as observed through cell morphology. According to the obtained results, hybrid scaffold based on PCL-Cs-MWCNTs/F-silk can be a suitable option for further research in cartilage tissue engineering.