10 Best Open-Source AI Agent Frameworks in 2026 (Ranked) 10 best open-source AI agent frameworks ranked for 2026. LangGraph, CrewAI, AutoGen, Mastra, and more — with pros, cons, and our pick for each use case. Best Of June 4, 2026 ai-agentframeworksopen-source