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  1. PhoneLLM/Awesome-LLM-Powered-Phone-GUI-Agents PhoneLLM/Awesome-LLM-Powered-Phone-GUI-Agents Public

    [TMLR] LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects

    184 12

  2. MemGUI-Bench MemGUI-Bench Public

    [ACM MM 2026] MemGUI-Bench: Benchmarking Memory of Mobile GUI Agents in Dynamic Environments

    Python 49 10

  3. kwai/MemGUI-Agent kwai/MemGUI-Agent Public

    Official code for "MemGUI-Agent: An End-to-End Long-Horizon Mobile GUI Agent with Proactive Context Management"

    Python 92 6

  4. kwai/MobileForge kwai/MobileForge Public

    Official code for "MobileForge: Annotation-Free Adaptation for Mobile GUI Agents with Hierarchical Feedback-Guided Policy Optimization"

    Python 80 3

  5. LearnAct LearnAct Public

    [ACL 2026] LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

    Python 49

  6. nano-muse/nanoMuse nano-muse/nanoMuse Public

    nanoMuse: a fully open-source, Muse-style personal agent for every device you own. One agent with a name and a face that does things, keeps working while the app is closed, remembers you, and asks …

    Kotlin 19 3