CrewAI

Framework for orchestrating role-playing autonomous AI agents that collaborate.

28.3kstars
AI AgentsOpen SourceFreeUpdated 2026-06-06
multi-agentai-agentagentic-ai

Advantages

  • +Role-playing multi-agent collaboration, intuitive concept
  • +Customizable agent tools and tasks
  • +Lightweight, pure Python implementation

Limitations

  • -Agent collaboration stability needs improvement
  • -Hallucination chains in complex tasks
  • -Debugging and observability tools still maturing
Visit Tool