“…Considerable efforts have been documented in the pursuit of optimal synthesis strategies for pyrazolopyridines and pyrazolopyrimidines. To this end, diverse catalytic systems have been meticulously developed, including choline chloride/urea ( Vanegas et al, 2019 ), CuFe 2 O 4 @HNTs ( Maleki et al, 2019 ), nano-ovalbumin (Salehi et al, 2014), nano-CuCr 2 O 4 ( Shahbazi-Alavi et al, 2016 ), Thiamine hydrochloride ( Salim et al, 2022 ), [Tb (W 5 O 18 ) 2 ] 9- ( Lotfian et al, 2020 ), enzyme catalyst ( Tamaddon and Arab, 2019 ), and Fe 3 O 4 /KCC-1/IL/HPW ( Ali et al, 2021 ). Despite the reported efficiency of these catalysts, their utilization is often hampered by high costs, challenges in recovery, excessive precursor usage (such as ammonium acetate), or limitations in producing the desired derivatives.…”