@inproceedings{kaminski-etal-2026-dynamicmcpbench,
    title = "{D}ynamic{MCPB}ench: A Trace-Grounded, Effect-Scored Benchmark for {LLM} Agents over Live {MCP} Servers",
    author = "Kami{\'n}ski, Jerzy  and
      Galyukshev, Ilya  and
      Kuznetsov, Artem  and
      Chuprin, Sergey  and
      Redko, Kirill  and
      Shumbalov, Aidar  and
      Kalyuzhnaya, Anna",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.202/",
    pages = "3391--3411",
    ISBN = "979-8-89176-460-6"
}