@article{helporhurdlerethinkingmodelcontextprotoc, title = {Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models}, author = {Wei Song and Haonan Zhong and Ziqi Ding and Jingling Xue and Yuekang Li}, year = {2025}, eprint = {2508.12566}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.12566}, }