Agent Development Kit (ADK) vs Agency Swarm

Side-by-side comparison of two AI agent tools

A

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

Agency Swarmopen-source

Reliable Multi-Agent Orchestration Framework

Metrics

Agent Development Kit (ADK)Agency Swarm
Stars21.7k4.6k
Star velocity /mo1.8k74.43850267379679
Commits (90d)1.3k103
Releases (6m)1010
Overall score0.85469770737414040.6275827218888435

Pros

    • +基于OpenAI Agents SDK的生产就绪架构，确保稳定性和可扩展性
    • +完全控制代理提示和指令，实现精确的行为定制
    • +类型安全的工具系统和自动参数验证，减少运行时错误

    Cons

      • -依赖OpenAI API，可能产生持续的使用成本
      • -复杂多代理系统的调试和监控可能具有挑战性
      • -需要深入理解代理编排概念才能有效使用

      Use Cases

        • •构建企业级AI助手团队，如CEO、开发者、虚拟助理协作处理业务流程
        • •创建客户服务自动化系统，多个专业代理处理不同类型的询问和任务
        • •开发内容生成工作流，编排研究、写作、编辑代理完成复杂项目
        View Agent Development Kit (ADK) DetailsView Agency Swarm Details

        FAQ

        Which is more popular, Agent Development Kit (ADK) or Agency Swarm?
        Agent Development Kit (ADK) has more GitHub stars (21,688 vs 4,586).
        Which is more actively developed, Agent Development Kit (ADK) or Agency Swarm?
        Agent Development Kit (ADK) had more commits in the last 90 days (1,322 vs 103).
        Should I use Agent Development Kit (ADK) or Agency Swarm?
        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.