---
title: "AutoAgent"
type: "tool"
slug: "hkuds-autoagent"
canonical_url: "https://www.graphcanon.com/tools/hkuds-autoagent"
github_url: "https://github.com/HKUDS/AutoAgent"
homepage_url: "https://arxiv.org/abs/2502.05957"
stars: 9450
forks: 1319
primary_language: "Python"
license: "MIT"
categories: ["llm-frameworks", "ai-agents"]
tags: ["llms", "agent"]
updated_at: "2026-07-07T18:35:05.639347+00:00"
---

# AutoAgent

> AutoAgent: Fully-Automated & Zero-Code LLM Agent Framework

Framework to create and deploy language model agents through natural dialogue without code.

## Facts

- Repository: https://github.com/HKUDS/AutoAgent
- Homepage: https://arxiv.org/abs/2502.05957
- Stars: 9,450 · Forks: 1,319 · Open issues: 68 · Watchers: 115
- Primary language: Python
- License: MIT
- Last pushed: 2025-10-16T06:35:28+00:00

## Categories

- [LLM Frameworks](/categories/llm-frameworks.md)
- [AI Agents](/categories/ai-agents.md)

## Tags

llms, agent

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## README (excerpt)

```text
<a name="readme-top"></a>

<div align="center">
  <img src="./assets/AutoAgent_logo.svg" alt="Logo" width="200">
  <h1 align="center">AutoAgent: Fully-Automated & Zero-Code</br> LLM Agent Framework </h1>
</div>




<div align="center">
  <a href="https://autoagent-ai.github.io"><img src="https://img.shields.io/badge/Project-Page-blue?style=for-the-badge&color=FFE165&logo=homepage&logoColor=white" alt="Credits"></a>
  <a href="https://join.slack.com/t/metachain-workspace/shared_invite/zt-2zibtmutw-v7xOJObBf9jE2w3x7nctFQ"><img src="https://img.shields.io/badge/Slack-Join%20Us-red?logo=slack&logoColor=white&style=for-the-badge" alt="Join our Slack community"></a>
  <a href="https://discord.gg/jQJdXyDB"><img src="https://img.shields.io/badge/Discord-Join%20Us-purple?logo=discord&logoColor=white&style=for-the-badge" alt="Join our Discord community"></a>
  
  <a href="./Communication.md"><img src="https://img.shields.io/badge/💬Feishu-Group-07c160?style=for-the-badge&logoColor=white&labelColor=1a1a2e"></a>
  <a href="./Communication.md"><img src="https://img.shields.io/badge/WeChat-Group-07c160?style=for-the-badge&logo=wechat&logoColor=white&labelColor=1a1a2e"></a>
  
  <br/>
  <a href="https://autoagent-ai.github.io/docs"><img src="https://img.shields.io/badge/Documentation-000?logo=googledocs&logoColor=FFE165&style=for-the-badge" alt="Check out the documentation"></a>
  <a href="https://arxiv.org/abs/2502.05957"><img src="https://img.shields.io/badge/Paper%20on%20Arxiv-000?logoColor=FFE165&logo=arxiv&style=for-the-badge" alt="Paper"></a>
  <a href="https://gaia-benchmark-leaderboard.hf.space/"><img src="https://img.shields.io/badge/GAIA%20Benchmark-000?logoColor=FFE165&logo=huggingface&style=for-the-badge" alt="Evaluation Benchmark Score"></a>
  <hr>
</div>

<div align="center">
<a href="https://trendshift.io/repositories/13954" target="_blank"><img src="https://trendshift.io/api/badge/repositories/13954" alt="HKUDS%2FAutoAgent | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
</div>

Welcome to AutoAgent! AutoAgent is a **Fully-Automated** and highly **Self-Developing** framework that enables users to create and deploy LLM agents through **Natural Language Alone**. 

## ✨Key Features of AutoAgent

* 💬 **Natural Language-Driven Agent Building** 
</br>Automatically constructs and orchestrates collaborative agent systems purely through natural dialogue, eliminating the need for manual coding or technical configuration.

* 🚀 **Zero-Code Framework**
</br>Democratizes AI development by allowing anyone, regardless of coding experience, to create and customize their own agents, tools, and workflows using natural language alone.

* ⚡ **Self-Managing Workflow Generation**
</br>Dynamically creates, optimizes and adapts agent workflows based on high-level task descriptions, even when users cannot fully specify implementation details.

* 🔧 **Intelligent Resource Orchestration**
</br>Enables controlled code generation for creating tools, agents, and workflows through iterative self-improvement, supporting both single agent creation and multi-agent workflow generation.

* 🎯 **Self-Play Agent Customization** 
</br>Enables controlled code generation for creating tools, agents, and workflows through iterative self-improvement, supporting both single agent creation and multi-agent workflow generation.

🚀 Unlock the Future of LLM Agents. Try 🔥AutoAgent🔥 Now!

<div align="center">
  
  <figure>
    <img src="./assets/autoagent-intro.svg" alt="Logo" style="max-width: 100%; height: auto;">
    <figcaption><em>Quick Overview of AutoAgent.</em></figcaption>
  </figure>
</div>



## 🔥 News

<div class="scrollable">
    <ul>
      <li><strong>[2025, Feb 17]</strong>: &nbsp;🎉🎉We've updated and released AutoAgent v0.2.0 (formerly known as MetaChain). Detailed changes include: 1) fix the bug of different LLM providers from issues; 2) add automatic installation of AutoAgent in the container environment according to issue
```

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/hkuds-autoagent`](/api/graphcanon/tools/hkuds-autoagent)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_