EE-MCP: Self-Evolving MCP-GUI Agents via Automated Environment Generation and Experience Learning

Tiantian He, Yihang Chen, Keyue Jiang +4

Computer-use agents that combine GUI interaction with structured API calls via the Model Context Protocol (MCP) show promise for automating software tasks. However, existing approa…