A-Mem
Self-evolving memory system with dynamic knowledge graph for AI agents.
What it does
Self-evolving memory system with dynamic knowledge graph for AI agents.
A-Mem provides self-evolving memory capabilities for AI agents through a dynamic knowledge graph. When new knowledge is added, the system identifies semantically similar existing memories and strengthens or updates connections between them. Features dual-mode search combining semantic vector similarity with graph traversal, and token-efficient retrieval using lightweight metadata summaries. Supports multiple LLM backends including OpenAI, Ollama, SGLang, and OpenRouter.
Capabilities
Server
Quality
deterministic score 0.62 from registry signals: · indexed on pulsemcp · has source repo · 33 github stars · registry-generated description present