Awesome-Agent-Memory

Name: Awesome-Agent-Memory
Author: TeleAI-UAGI

by TeleAI-UAGI

Verified

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

434stars

38forks

Added 12/27/2025

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AI Agentsagent-memoryai-agentai-agent-memoryawesome-agent-memory

Installation

# Add to your Claude Code skills
git clone https://github.com/TeleAI-UAGI/Awesome-Agent-Memory

Getting Started

Guides for using ai agents skills like Awesome-Agent-Memory.

Caveman: Cut Claude Token Use by 65%
How agent-side prompt compression works, when to use it, and when not to.
What is an AI Skills Marketplace?
Definitions, how marketplaces work, and how to choose between them in 2026.
Getting Started with AI Skills

Security ReportVerified

Last scanned: 5/21/2026

{
  "issues": [],
  "status": "PASSED",
  "scannedAt": "2026-05-21T07:53:36.611Z",
  "semgrepRan": false,
  "npmAuditRan": true,
  "pipAuditRan": true
}

README.md

Agentic AI for Beginners

Build your first AI agent from scratch - tool use, ReAct pattern, memory, deployment

41 minBeginner

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If you find this project helpful, please give us a ⭐️ on GitHub for the latest update.

🤝 Contributions welcome! Feel free to open an issue or submit a pull request to add papers, fix links, or improve categorization.

💿 Products

Open-Source

Ordered by the number of Github stars.

Claude-Mem (A Plug-in for Claude-Code) [code] [docs] Session capture and compression that re-injects past activity into future sessions across coding agents.
Mem0 [code] [paper] [blog] Universal memory layer for AI agents.
- TeleMem: A High-Performance Drop-in Replacement for Mem0 [code] [paper] import telemem as mem0
  
  🆕 Newly released. Rising star. Stay tuned! 😜
Zep (powered by Graphiti) [code] [paper] [blog] Real-time temporal knowledge graphs for AI agents.
Letta (formerly MemGPT) [code] [paper] [research] [blog] Stateful-agent platform with hierarchical memory that learns and self-improves over time.
gbrain [code] Garry's opinionated OpenClaw/Hermes agent brain.
agentmemory [code] Persistent memory for AI coding agents.
Cognee [code] [paper] [blog] Memory engine that ingests data into a hybrid graph + vector knowledge graph for cross-session agent recall.
Second Me [code] [paper] Personal AI trained on the user to represent them across applications.
Hindsight [code] [paper] Agent memory layer that learns from interaction feedback to improve recall over time.
MemU [code] [blog] Memory layer for 24/7 proactive agents.
MemOS (by MemTensor) [code] [paper] [blog] Memory OS for LLM agents with hybrid retrieval and cross-task skill reuse.
EverOS (part of EverMind) [code] [blog] Toolkit for building, evaluating, and integrating long-term memory in self-evolving agents.
memory-lancedb-pro [code] [blog] [video] Enhanced LanceDB memory plugin for OpenClaw
Honcho [code] [research] [blog] [evals] Memory library for stateful agents with a focus on user modeling.
M-Flow ![Star](https://img.shields.io/github/stars/FlowEleme