Agency Swarm vs Agent

Side-by-side comparison of two AI agent tools

Short answer

  • Agency Swarm is growing faster: +74 GitHub stars in the last 30 days vs +21 for Agent.
  • Pick Agency Swarm for: reliable Multi-Agent Orchestration Framework. Pick Agent for: create state-machine-powered LLM agents using XState.

From GitHub data refreshed daily.

Agency Swarmopen-source

Reliable Multi-Agent Orchestration Framework

Agentopen-source

Create state-machine-powered LLM agents using XState

Metrics

Agency SwarmAgent
Stars4.6k472
Star velocity /mo73.5789473684210520.68421052631579
Commits (90d)104310
Releases (6m)1010
Downloads (30d, npm + PyPI)3.3K—
Overall score0.63995858518720380.6245788355727497

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
  • +State machine structure provides predictable, auditable agent behavior with clear transition logic
  • +Learning capabilities through observations and feedback enable agents to improve performance over time
  • +Flexible model provider support via Vercel AI SDK integration allows switching between different LLMs

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
  • -Higher complexity compared to simple prompt-based agents, requiring knowledge of both XState and AI concepts
  • -Documentation appears incomplete with placeholder sections for key setup instructions
  • -State machine approach may be overkill for simple conversational agents or basic AI tasks

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
  • •Customer service chatbots that need to follow specific escalation workflows and remember interaction history
  • •Game AI characters that must exhibit consistent behavior patterns while adapting to player actions
  • •Automated support systems requiring structured decision trees with learning from resolution outcomes
View Agency Swarm DetailsView Agent Details

FAQ

Which is more popular, Agency Swarm or Agent?
Agency Swarm has more GitHub stars (4,588 vs 472).
Which is more actively developed, Agency Swarm or Agent?
Agent had more commits in the last 90 days (310 vs 104).
Should I use Agency Swarm or Agent?
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.
Agency Swarm vs Agent (2026): GitHub Stats, Features & Which to Choose