@article{mcpuniversebenchmarkinglargelanguagemode,
  title = {MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers},
  author = {Ziyang Luo and Zhiqi Shen and Wenzhuo Yang and Zirui Zhao and Prathyusha Jwalapuram and Amrita Saha and Doyen Sahoo and Silvio Savarese and Caiming Xiong and Junnan Li},
  year = {2025},
  eprint = {2508.14704},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.14704},
}