# kyegomez/awesome-multi-agent-papers

A compilation of the best multi-agent papers

Repository: https://github.com/kyegomez/awesome-multi-agent-papers
Canonical: https://ross.abutalabs.com/products/awesome-multi-agent-papers
Homepage: https://discord.gg/3keGBK9Pvr
Language: TeX
License: NOASSERTION
License Family: other
Topics: agents, attention, autonomous-agents, llms, multi-agent, multiagent, swarms, transformers, swarms-of-agents, agents-team, autogen, crewai, langgraph, swarm, transformers-models
Last push: 2026-08-20T19:37:51+00:00

## Health v2 (maintenance only)
Score: 70/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 98, release rhythm 35, longevity 66
- inputs: {"age_days": 924, "days_push": 13, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1656, forks 160 (observed 2026-08-28T04:05:18.008146+00:00)

## What it is
A curated awesome list of the best research papers on multi-agent systems and LLM-based agent collaboration, maintained by the Swarms team. It organizes papers by topic such as multi-agent collaboration and system design.

## Use cases
- find research papers on multi-agent LLM systems
- survey literature on agent collaboration and swarms
- keep up with new multi-agent papers
- research background for building agent frameworks
- find papers on scaling LLMs with multiple agents

## When to choose
- you need a curated reading list on multi-agent AI research
- you are researching LLM agent collaboration or swarm architectures
- you want a quick literature survey before building an agent system

## When to avoid
- you need runnable multi-agent framework code rather than papers
- you want a comprehensive academic database with search and citations
- you need non-LLM multi-agent systems research

## Facets
- artifact type: learning-resource
- maturity: active
- function: documentation
- domain: artificial-intelligence, large-language-models, awesome-lists
- platform: -
- tags: awesome-list, multi-agent-systems, research-papers, llm-agents, swarms, ai-agents, web-server

## Member repositories
- kyegomez/awesome-multi-agent-papers (main) score 70

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:05:18.008146+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T03:44:49.918153+00:00, confidence not recorded.
  - readme: https://github.com/kyegomez/awesome-multi-agent-papers (fetched 2026-08-28T04:05:18.008146+00:00, sha ce84847955bd)
  - homepage: https://discord.gg/3keGBK9Pvr (fetched 2026-08-29T11:17:30.289445+00:00, sha 9d206fd57610)
- Data as of 2026-08-30T08:39:29.467469+00:00.