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Best Multi-Agent Top 20

Top 20 most popular open-source Multi-Agent projects, ranked by GitHub Stars.

1

agency-agents

145.8k Stars

Agency Agents is a curated collection of specialized AI agent personas with prompts, tools, and best practices for assembling multi-agent teams.

multi-agentpromptsagencypersonas
2

Awesome LLM Apps

132.9k Stars

100+ AI Agent and RAG apps you can actually run — clone, customize, and ship. A great reference for quickly building LLM-powered applications.

agentragllmpython
3

MoneyPrinterTurbo

104.7k Stars

Generate short videos with one click using AI LLM. Multi-step automation workflow from script generation to video composition.

pythonagentautomationllm
4

TradingAgents

98.5k Stars

TradingAgents is a multi-agent trading framework built with LangGraph that mirrors real-world trading firm dynamics with specialized LLM-powered agents for fundamental analysis, sentiment analysis, risk management, and more.

multi-agentfinancetradinglanggraph
5

OpenHands

84.2k Stars

OpenHands is an open-source AI software engineering agent platform that can automatically execute development tasks, modify code, and support collaborative iteration.

agentcodingautomationmulti-agent
6

MiroFish

71.0k Stars

Multi-agent swarm intelligence engine that extracts seed information from the real world, constructs a high-fidelity parallel digital world with thousands of agents, and predicts future trajectories through social evolution simulations.

multi-agentswarm-intelligenceknowledge-graphmemory
7

MetaGPT

69.9k Stars

The Multi-Agent Framework for building the first AI Software Company, enabling natural language programming with multi-role collaboration for automated requirement analysis, design, coding, and testing.

multi-agentframeworkpythonagent
8

Ruflo

68.0k Stars

The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code/Codex integration.

multi-agentorchestrationclaude-coderag
9

AutoGen

60.5k Stars

Microsoft AutoGen is a multi-agent conversation framework that lets you create multiple agents to collaborate through dialogue and solve complex tasks.

multi-agentconversationmicrosoftpython
10

CrewAI

57.2k Stars

CrewAI is a multi-agent framework for orchestrating role-playing, autonomous AI agents that collaborate like a team to tackle complex tasks.

multi-agentagent-frameworkrole-playingorchestration
11

OpenMontage

48.4k Stars

World's first open-source, agentic video production system with 12 pipelines, 52 tools, and 500+ agent skills. Turn your AI coding assistant into a full video production studio.

multi-agentautomationagentpython
12

CowAgent

46.5k Stars

CowAgent (formerly chatgpt-on-wechat) is a powerful AI assistant framework built on LLMs with autonomous planning, tool use, long-term memory, multi-agent collaboration, and multi-channel integration for WeChat, Feishu, DingTalk, and more.

agent-frameworkmulti-agentchatbotwechat
13

BettaFish

42.0k Stars

An accessible multi-agent sentiment analysis assistant that breaks filter bubbles, reveals true public opinion, and predicts trends — built from scratch without external frameworks.

multi-agentagentpythondata-processing
14

Agents

38.9k Stars

Intelligent automation and multi-agent orchestration for Claude Code. Supports automated workflows, task coordination, and intelligent agent system building.

multi-agentautomationorchestrationclaude-code
15

Oh My ClaudeCode

38.6k Stars

Teams-first multi-agent orchestration for Claude Code. Designed for team collaboration with support for multi-agent coordination, task distribution, and result integration to enhance team AI development efficiency.

multi-agentclaude-codeteam-collaborationorchestration
16

500 AI Agents Projects

36.6k Stars

A curated collection of 500 AI agent use cases across industries including healthcare, finance, education, and retail. Showcases practical applications with open-source project links.

agentmulti-agenttools
17

DeepTutor

35.9k Stars

DeepTutor: Agent-Native Personalized Learning Assistant.

ai-tutormulti-agentrageducation
18

ChatDev

34.0k Stars

ChatDev 2.0 enables full-lifecycle software development through LLM-powered multi-agent collaboration, simulating role-based teamwork in a virtual software company.

multi-agentsoftware-developmentcollaborationllm
19

TradingAgents-CN

31.2k Stars

A multi-agent LLM-powered Chinese financial trading framework, enhanced Chinese version of TradingAgents with multi-source market data, real-time news, and LLM decision-making.

multi-agentagentpythonllm
20

Vibe-Trading

31.0k Stars

Vibe-Trading is an open-source personal trading agent stack that combines LLMs, MCP tooling, and multi-agent workflows for algorithmic trading and backtesting.

ai-agentalgorithmic-tradingbacktestingfintech

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