SimpleMem

SimpleMem

Efficient lifelong memory for LLM agents

Description

Agent memory grows until retrieval slows, tokens balloon and important things get lost. SimpleMem is an efficient lifelong memory system for LLM agents with semantic compression and structured organization.

It handles text plus image, audio and video memory and offers an MCP server; published at ICML 2026.

Features



Compression:Fewer tokens.

Lifelong:Long-term growth.

Multimodal:Text, images and AV.

MCP:Plug and play.