MCPMarkMCPMark

Contributors

This MCP benchmark is continuously updated, and we're always looking for contributors! Checkcontributing page to start creating tasks.

Michael Qizhe Shieh
Initiator & Leader & Contributor
Arvin Xu
Initiator & Leader & Contributor
Allison Zhan
Initiator & Leader & Contributor
Zijian Wu
Students Lead & Contributor
Xiangyan Liu
Students Lead & Contributor
Lingjun Chen
Contributor
Fanqing Meng
Contributor
Lingxiao Du
Contributor
Yiran Zhao
Contributor
Fanshi Zhang
Contributor
Yaoqi Ye
Contributor
Jiawei Wang
Contributor
Jinjie Ni
Contributor
Yiyuan Li
Contributor
Zirui Wang
Contributor & Advisor
Yufan Yang
Contributor

Acknowledgements

LaTeX
@article{wu2025mcpmark,
  title={MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use},
  author={Wu, Zijian and Liu, Xiangyan and Zhang, Xinyuan and Chen, Lingjun and Meng, Fanqing and Du, Lingxiao and Zhao, Yiran and Zhang, Fanshi and Ye, Yaoqi and Wang, Jiawei and others},
  journal={arXiv preprint arXiv:2509.24002},
  year={2025}
}