Awesome-Agent-Memory

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

Verified

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

525stars

58forks

Python

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.

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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

Frequently Asked Questions

What is Awesome-Agent-Memory?

Awesome-Agent-Memory is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by TeleAI-UAGI. Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning. It has 525 GitHub stars.

Is Awesome-Agent-Memory safe to use?

Yes. Awesome-Agent-Memory passed SkillsLLM's automated security scan — a dependency vulnerability audit plus prompt-injection heuristics — with no high-severity issues. You can read the full report in the Security Report section on this page.

How do I install Awesome-Agent-Memory?

Clone the repository with "git clone https://github.com/TeleAI-UAGI/Awesome-Agent-Memory" and add it to your Claude Code skills directory (see the Installation section above).

What programming language is Awesome-Agent-Memory written in?

Awesome-Agent-Memory is primarily written in Python. It is open-source under TeleAI-UAGI on GitHub, so you can review or fork the full source.

Are there alternatives to Awesome-Agent-Memory?

Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh Awesome-Agent-Memory against similar tools.

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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 — see the contributing guide for entry formats.

💿 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] [docs] [paper] [blog] Universal memory layer for AI agents.
- TeleMem: A High-Performance Drop-in Replacement for Mem0 [code] [docs] [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.
Cognee [code] [paper] [blog] Memory engine that ingests data into a hybrid graph + vector knowledge graph for cross-session agent recall.
gbrain [code] Garry's opinionated OpenClaw/Hermes agent brain.
agentmemory [code] Persistent memory for AI coding agents.
Letta (formerly MemGPT) [code] [paper] [research] [blog] Stateful-agent platform with hierarchical memory that learns and self-improves over time.
Hindsight [code] [paper] Agent memory layer that learns from interaction feedback to improve recall over time.
Second Me [code] [paper] Personal AI trained on the user to represent them across applications.
MemU [code] [blog] Memory layer for 24/7 proactive agents.
EverOS (part of EverMind) [code] [blog] Toolkit for building, evaluating, and integrating long-term memory in self-evolving agents.
MemOS (by MemTensor) [code] [paper] Memory OS for LLM agents with hybrid retrieval and cross-task skill reuse.
TencentDB Agent Memory ![Star](https://img.shields.io/github/stars/Tencent/TencentDB-Agent-Mem