Memori Labs Agent Memory overview

Agent-native memory infrastructure from Memori Labs that structures memory from agent execution traces. Rather than requiring agents to explicitly write memories, Memori Labs processes execution traces (tool calls, reasoning steps, outcomes) to extract structured memory entries automatically. LLM-agnostic — works with any model provider. Memories are organized by entity, event, and procedure types and are retrievable via a REST API. The trace-driven extraction approach means memory accumulates as a side effect of normal agent operation rather than requiring dedicated memory management steps.