TeleAI-UAGI/Awesome-Agent-Memory — Curated systems, benchmarks, and papers etc. on memory

🧠 Awesome Agent Memory

A curated collection of systems, benchmarks, and papers et. on memory mechanisms for Large Language Models (LLMs) and Multimodal Large Language Models (MLLMs), exploring how different approaches enable long-term context, retrieval, and efficient reasoning.

👀 Open-source resources (e.g. papers with reproducible code publicly available on Github) are marked in bold font and ranked higher.

📰 [Anthropic (2026-05-08)] Three key areas Anthropic is working on for their next models
📰 [OpenAI (2026-04-22)] Chronicle: Build Codex Memories from Recent Screen Context
- Open-Source Alternatives: OpenChronicle, MemScreen
📰 [AI Godfather (2026-04-08)] MemPalace - How Milla Jovovich's AI Project Scammed the Internet
📰 [Troy Hua (2026-03-31)] How Anthropic Built 7 Layers of Memory and a Dreaming System for Claude Code
📰 [VelvetShark (2026-03-05)] OpenClaw Memory Masterclass: The complete guide to agent memory that survives
📰 [Business Insider (2026-01-08 )] AI still needs a breakthrough in one key area to reach superintelligence, according to those who build it

🗂️ Table of Contents

Awesome-Agent-Memory

Quick Overview

Scores

Trust Score

Maintenance

Popularity

Star History

Snapshot Versions

Alternatives

prompts.chat

dify

hermes-agent

langchain

open-webui

awesome-llm-apps

Community Reviews

README

🧠 Awesome Agent Memory