Choosing an AI agent framework in 2026: LangChain, AutoGen, CrewAI, and MCP — an engineering view

Agentic AI search volume exploded in 2025–2026. This article compares LangChain, AutoGen, CrewAI, and the OpenAI Agents SDK with a four-dimension matrix, and explains where MCP fits in enterprise rollouts.