awesome-multi-agent-papers
Active·★ 1.7k·NOASSERTION·Updated 2026-10-23
★ Trending
This repository compiles an awesome list of the best multi-agent research papers, curated by the Swarms Team. Its mission is to advance multi-agent systems research, promote their widespread adoption, and facilitate their integration into the global economy.
#Multi-Agent Systems#Large Language Models#AI Research#Agent Frameworks#Collaborative AI#Web Browsing
01
Features
01A curated, comprehensive list of multi-agent research papers.
02Papers are systematically categorized into key areas like collaboration, frameworks, and applications.
03Strong focus on Large Language Model (LLM)-based multi-agent systems.
04Provides direct access to papers via links (arXiv, GitHub, Semantic Scholar, etc.).
05Explores diverse real-world application domains for multi-agent AI.
02
Compatibility
Multi-Agent Systems
Core Focus
Verified via docs
Large Language Models
Key Technology
Verified via docs
Swarms Framework
Related Framework
Verified via docs
03
Quick start
1
$ git clone https://github.com/kyegomez/awesome-multi-agent-papers.git
04
Use cases
↳Literature review for multi-agent system researchers and students.
↳Exploring cutting-edge multi-agent frameworks and design patterns.
↳Identifying state-of-the-art applications of multi-agent AI in various domains.
05
Alternatives
MiroFlow★ 3.1k
MiroFlow is an agent framework that enables tool-use agent tasks, featuring a reproducible GAIA score of 82.4%.
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