Agent Development Kit (ADK) vs AutoGen
Side-by-side comparison of two AI agent tools
A
Agent Development Kit (ADK)open-source
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
AutoGenfree
A programming framework for agentic AI
Metrics
| Agent Development Kit (ADK) | AutoGen | |
|---|---|---|
| Stars | 21.7k | 61.2k |
| Star velocity /mo | 1.8k | 793.6363636363636 |
| Commits (90d) | 1.3k | 0 |
| Releases (6m) | 10 | 0 |
| Overall score | 0.8546977073741404 | 0.3150464698899375 |
Pros
- +支持多代理协作,可以创建复杂的 AI 交互系统
- +提供 AutoGen Studio 无代码界面,降低使用门槛
- +强大的模型集成能力,支持多种主流大语言模型和 MCP 服务器
Cons
- -需要 Python 3.10 或更高版本,对环境有一定要求
- -项目处于维护模式,新用户被建议使用 Microsoft Agent Framework
- -从 v0.2 升级需要遵循迁移指南,存在向后兼容性问题
Use Cases
- •构建多代理对话系统,让不同角色的 AI 代理协作解决复杂问题
- •创建自动化工作流程,通过代理协作完成数据分析、内容生成等任务
- •开发具有网络浏览能力的智能助手,结合 MCP 服务器实现外部工具集成
FAQ
- Which is more popular, Agent Development Kit (ADK) or AutoGen?
- AutoGen has more GitHub stars (61,243 vs 21,688).
- Which is more actively developed, Agent Development Kit (ADK) or AutoGen?
- Agent Development Kit (ADK) had more commits in the last 90 days (1,322 vs 0).
- Should I use Agent Development Kit (ADK) or AutoGen?
- Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.