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.

603stars

88forks

Python

Installation

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

Getting Started

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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 603 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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⚠️ Third-Party Software Notice

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🧭 Start Here

If you want to…	Jump to
Add a memory layer to an agent you're building	💿 Products
Choose a benchmark to evaluate a memory system	📏 Benchmarks
Get oriented in the field	📖 Tutorials · 📚 Surveys
Follow research on memory architectures	🔤 Nonparametric Memory · 🔢 Parametric Memory
Build agents that learn from experience	📈 Memory for Agent Evolution
Protect agent memory from poisoning and abuse	🔒 Memory Security & Defense

Open-source products are ordered by GitHub star count — an objective, CI-checked popularity signal, not a quality ranking or an endorsement. Products with fewer than 100 stars sit in a collapsed Emerging projects section and graduate into the main list once they cross that threshold.
Bold marks resources with reproducible code publicly available.
Descriptions are factual, not promotional (see the contributing guide).
This list is maintained by Bloo-Mind AI and the Ubiquitous AGI team at TeleAI. Entries affiliated with the maintainers are marked with † and follow exactly the same ranking, format, and style rules as every other entry.
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🤝 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. Products with fewer than 100 stars continue the list inside the collapsed Emerging projects section below — they graduate into the main list once they cross that threshold.

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 † [code] [docs] [paper] API-compatible high-performance drop-in replacement for Mem0 (import telemem as mem0); listed as a sub-item of Mem0 rather than ranked by stars. Maintainer-affiliated.
OpenViking [code] [docs] [paper1] [paper2] [blog] Self-evolving context database for AI agents that unifies agent memory, knowledge RAG, and skills behind one storage/retrieval layer, with an MCP server for cross-session read/write.
Zep (powered by Graphiti) [code] [paper] [blog] Real-time temporal knowledge graphs for AI agents.
Cognee