This work reports a practical approach for C−O and C−C bond formation reactions catalysed by Pd nanoparticles supported on Luffa sponge (PdNPs@LS).PdNPs@LS were prepared via a green route in‐situ by using ethanol as solvent, and lignin content present in the luffa sponge could work as an effective reducing reagent to reduce Pd(II) to Pd(0) without any harsh chemical used for reduction. The bio‐based support used i. e. Luffa sponge extracted from the waste feedstock of Luffa guard in a simple filtration method is a cheap, biodegradable, abundant and renewable source with netting‐like three‐dimensional porous structure. Without significant loss of its activity the PdNPs@LS could be easily recovered and recycled for at least three times. The catalyst is characterized by FT‐IR, TGA, SEM‐EDX, TEM, and XPS analyses.