Agency vs Agency Swarm
Side-by-side comparison of two AI agent tools
Short answer
- Agency has had no commit in 21 months; Agency Swarm is actively maintained (104 commits in the last 90 days).
- Agency Swarm is growing faster: +74 GitHub stars in the last 30 days vs +1 for Agency.
- Pick Agency for: Library designed for developers eager to explore the potential of Large Language Models (LLMs) and other. Pick Agency Swarm for: reliable Multi-Agent Orchestration Framework.
From GitHub data refreshed daily.
Agencyopen-source
🕵️♂️ Library designed for developers eager to explore the potential of Large Language Models (LLMs) and other generative AI through a clean, effective, and Go-idiomatic approach.
Agency Swarmopen-source
Reliable Multi-Agent Orchestration Framework
Metrics
| Agency | Agency Swarm | |
|---|---|---|
| Stars | 515 | 4.6k |
| Star velocity /mo | 1.4210526315789471 | 73.57894736842105 |
| Commits (90d) | 0 | 104 |
| Releases (6m) | 0 | 10 |
| Downloads (30d, npm + PyPI) | — | 3.3K |
| Overall score | 0.1597572661325154 | 0.6399585851872038 |
Pros
- +纯Go实现提供卓越性能和类型安全，无需Python或JavaScript依赖
- +支持清洁架构原则，业务逻辑与实现分离，代码可维护性高
- +易于扩展的接口设计，可创建自定义操作并组合成复杂AI流程
- +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
- -相对较新的库，GitHub星数较少(506)，社区规模有限
- -Go生态系统中AI库相对稀缺，可能缺乏一些成熟Python库的高级功能
- -文档和示例相对有限，学习资源可能不如主流AI库丰富
- -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
- •构建高性能的AI聊天机器人和对话系统
- •开发复杂的数据分析和处理管道，利用LLM进行智能分析
- •创建自主AI代理系统，实现多步骤推理和决策流程
- •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
FAQ
- Which is more popular, Agency or Agency Swarm?
- Agency Swarm has more GitHub stars (4,588 vs 515).
- Which is more actively developed, Agency or Agency Swarm?
- Agency Swarm had more commits in the last 90 days (104 vs 0).
- Should I use Agency 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.