This repository compiles academic and applied research papers related to multi-agent systems built on LLMs and autonomous agents. It covers frameworks such as AutoGen, CrewAI, LangGraph, and Swarm, organizing resources on agent orchestration, team-based agent architectures, and attention mechanisms for agent coordination.