awesome-multi-agent-papers

Why we included this project

Multi-agent LLM systems are a fast-moving area, and this list is a solid way to get oriented without wading through a hundred scattered links. It collects research papers on how language-model agents coordinate and collaborate, grouped into thematic sections so you can jump straight to the topic you care about. The people behind it run the Swarms project, which builds multi-agent frameworks, so the picks lean toward work with real design consequences: AutoGen-style conversation patterns, mixture-of-agents routing, and long-context collaboration all show up. For a developer or tech lead deciding whether a multi-agent setup makes sense, skimming these papers is a quick way to learn the vocabulary and the trade-offs before committing to a framework. It is a bibliography, not software, so treat it as a map of the field to pull from when you need to justify an architecture choice.