Multi-Agent Framework

Discover the best multi-agent framework tools for AI-powered development

2 tools

AutoGen

Microsoft's multi-agent conversation framework for complex AI workflows

AutoGen is Microsoft's open-source framework for building multi-agent AI systems. Version 0.4 (early 2025) introduced a major architectural redesign with an event-driven foundation, segmenting the framework into distinct components: AutoGen-Core, AgentChat, AutoGen-Extensions, and a rebuilt low-code AutoGen Studio. It enables specialized agents to collaborate on complex tasks through async conversations with human-in-the-loop capabilities. Features superior scalability, observability, and cross-language support for Python and .NET.

Open Source

Key Features:

•Event-driven foundation (v0.4 architecture)
•AutoGen-Core component
•AgentChat component

All platforms

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CrewAI

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Role-based multi-agent task execution framework for collaborative AI teams

AI Framework/Library

CrewAI is an open-source framework for orchestrating role-based multi-agent AI systems. Designed with team-oriented agents and task delegation, CrewAI is beginner-friendly while being powerful enough for production use. Agents work together like a crew, each with specialized roles, making it perfect for building AI systems that mimic human team workflows.

Open Source

Key Features:

•Role-based agent system
•Team-oriented workflows
•Task delegation between agents

All platforms

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