Best Multi-Agent Top 20
Top 20 most popular open-source Multi-Agent projects, ranked by GitHub Stars.
agency-agents
145.8k StarsAgency Agents is a curated collection of specialized AI agent personas with prompts, tools, and best practices for assembling multi-agent teams.
Awesome LLM Apps
132.9k Stars100+ AI Agent and RAG apps you can actually run — clone, customize, and ship. A great reference for quickly building LLM-powered applications.
MoneyPrinterTurbo
104.7k StarsGenerate short videos with one click using AI LLM. Multi-step automation workflow from script generation to video composition.
TradingAgents
98.5k StarsTradingAgents 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.
OpenHands
84.2k StarsOpenHands is an open-source AI software engineering agent platform that can automatically execute development tasks, modify code, and support collaborative iteration.
MiroFish
71.0k StarsMulti-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.
MetaGPT
69.9k StarsThe 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.
Ruflo
68.0k StarsThe 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.
AutoGen
60.5k StarsMicrosoft AutoGen is a multi-agent conversation framework that lets you create multiple agents to collaborate through dialogue and solve complex tasks.
CrewAI
57.2k StarsCrewAI is a multi-agent framework for orchestrating role-playing, autonomous AI agents that collaborate like a team to tackle complex tasks.
OpenMontage
48.4k StarsWorld'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.
CowAgent
46.5k StarsCowAgent (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.
BettaFish
42.0k StarsAn accessible multi-agent sentiment analysis assistant that breaks filter bubbles, reveals true public opinion, and predicts trends — built from scratch without external frameworks.
Agents
38.9k StarsIntelligent automation and multi-agent orchestration for Claude Code. Supports automated workflows, task coordination, and intelligent agent system building.
Oh My ClaudeCode
38.6k StarsTeams-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.
500 AI Agents Projects
36.6k StarsA curated collection of 500 AI agent use cases across industries including healthcare, finance, education, and retail. Showcases practical applications with open-source project links.
DeepTutor
35.9k StarsDeepTutor: Agent-Native Personalized Learning Assistant.
ChatDev
34.0k StarsChatDev 2.0 enables full-lifecycle software development through LLM-powered multi-agent collaboration, simulating role-based teamwork in a virtual software company.
TradingAgents-CN
31.2k StarsA 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.
Vibe-Trading
31.0k StarsVibe-Trading is an open-source personal trading agent stack that combines LLMs, MCP tooling, and multi-agent workflows for algorithmic trading and backtesting.
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