Lithium-sulfur batteries (LSBs) face several challenges, including the polysulfide shuttle effect and volume expansion. Binders are crucial in sulfur cathodes, maintaining the stability of electrode structures and mitigating volume changes. However, binders contribute no capacity, which makes it difficult to realize high-energy-density LSBs. Thus, it is necessary to reduce binder content and improve its utilization efficiency. This study introduces a natural plant Broussonetia papyrifera gum (BP)-derived binder with abundant polyphenols, polysaccharides, and proteins for the first time, not only minimizing the “dead weight” but also effectively capturing polysulfides and accelerating redox kinetics. Utilizing just 1 wt.% of the BP binder, the LSBs exhibit a remarkable initial discharge capacity of 980 mAh g−1 and maintain at 568 mAh g−1 after 500 cycles, demonstrating good cycling stability. Moreover, the BP-based sulfur cathode has also been successfully applied in pouch cells, delivering the initial and final capacities of 817 mAh g−1 and 582 mAh g−1 during 160 cycles. Highlighting the potential of natural polymers, this work bridges sustainable binder design and the commercial prospects of LSBs, charting an unconventional roadmap for their practical scale-up applications.