Agent Development Kit (ADK) vs AutoGen

Side-by-side comparison of two AI agent tools

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

A programming framework for agentic AI

Metrics

Agent Development Kit (ADK)AutoGen
Stars21.7k61.2k
Star velocity /mo1.8k793.6363636363636
Commits (90d)1.3k0
Releases (6m)100
Overall score0.85469770737414040.3150464698899375

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.