In this study, silver (Ag), zinc oxide (ZnO), and silicon dioxide (SiO2) nanoparticles (NPs) were synthesized using phenolic compound-rich extracts from agro-industrial by-products of blueberries and asparagus. The NPs exhibited average sizes of 3.07 f 2.38 nm (Ag), 70.42 f 18 nm (ZnO), and 104.38 f 11.7 nm (SiO2) with high colloidal stability (Z potentials:-35.63 mV for Ag,-33.9 mV for ZnO, and-10 mV for SiO2). Bioplastics functionalized with these NPs showed improved properties: increased rigidity (Young's modulus up to 2690 MPa in B-SiO2), reduced water absorption (160.64 g/100 g dry matter in B-Ag), high transparency (87.87 % in BControl, 87.83 % in B-ZnO), and lower wettability (contact angle of 102.4 degrees in B-ZnO). Thermal stability also improved, with B-SiO2 exhibiting the lowest mass loss (31.12 %) in TGA. Bioplastics with Ag demonstrated strong antimicrobial activity, maintaining low mold and yeast counts (<10 CFU/g). Biodegradation was faster in soil than in marine environments, with NPs modulating rates. As primary and secondary packaging for blueberries, Ag-functionalized bioplastics reduced mass loss and preserved firmness for up to 56 days at 4.3 degrees C, with no NP migration detected by XRF and FTIR. This research highlights a sustainable approach using agro-industrial by-products to develop functional bioplastics, aligning with circular economy principles and reducing environmental impact in the food packaging sector.