CrewAI
Role-based multi-agent orchestration — readable when you have to explain it to a manager.
CrewAI models work as a team of roles with goals and tools, which maps well onto how business stakeholders already describe processes. It is lighter weight than a graph framework, and correspondingly less precise when control flow gets complicated.
Best for: Business-process-shaped multi-agent automation
Deploy: Self-hostable