powermem

About powermem

PowerMem Persistent, self-evolving memory for AI agents and applications. English · 中文 · 日本語 PowerMem combines vector, full-text, and graph retrieval with LLM-driven memory extraction and Ebbinghaus-style time decay. It ships two-layer Experience + Skill distillation for self-evolving memory, multi-agent isolation, user profiles, and multimodal signals (text, image, audio). Why PowerMem AI agents need more than chat history. Context windows are finite, and naive "save everything" memory quickly becomes noisy, expensive, and hard to retrieve from.

Quick Facts

Compatible Skills

These tools work well together with powermem for enhanced workflows:

• EverMemOS — semantic(0.57)+complementary+rare_topics+same_lang+similar_pop+shared_platform (69%)
• mcp-memory-service — semantic(0.32)+complementary+rare_topics+same_lang+similar_pop+shared_platform (66%)
• nocturne_memory — semantic(0.45)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)
• MemOS — semantic(0.49)+complementary+rare_topics+same_lang+shared_platform (61%)
• forgetful — semantic(0.46)+complementary+same_lang+similar_pop+shared_platform (61%)

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Frequently Asked Questions