Memory layer/OS that gives AI agents persistent, self-evolving long-term memory across sessions and platforms, with SOTA benchmarks.
What it does
EverMind provides a memory layer for AI agents that turns stateless LLMs into agents that remember across sessions, platforms and time. Its EverOS product delivers persistent, self-evolving memory with multimodal retrieval and skill learning, while EverMe offers a personal memory hub. It publishes reproducible SOTA memory benchmarks.
Core features
Persistent, self-evolving agent memory (EverOS)
Multimodal retrieval and ingestion (mRAG)
Single-API storage of many file types
Skill and case-based learning
Temporal fact tracking
Personal memory hub (EverMe)
Best for
→Giving AI agents long-term memory
→Maintaining context across sessions
→Coordinating multi-agent teams
→Building personalized AI assistants
Toolspool rankingby monthly traffic