@inproceedings{liu-etal-2025-mcpeval, title = "{MCPE}val: Automatic {MCP}-based Deep Evaluation for {AI} Agent Models", author = "Liu, Zhiwei and Qiu, Jielin and Wang, Shiyu and Zhang, Jianguo and Liu, Zuxin and Ram, Roshan and Chen, Haolin and Yao, Weiran and Heinecke, Shelby and Savarese, Silvio and Wang, Huan and Xiong, Caiming", editor = {Habernal, Ivan and Schulam, Peter and Tiedemann, J{\"o}rg}, booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-demos.27/", pages = "373--402", ISBN = "979-8-89176-334-0" }