CrewAI
Framework for building multi-agent systems where each agent has a defined role, backstory, and tools. Simple and pythonic.
AutoGen
Microsoft research framework for building multi-agent systems through conversational patterns. Officially superseded by Microsoft Agent Framework 1.0 (April 2026), which merges AutoGen and Semantic Kernel. Large installed base remains; Microsoft publishes a migration path.