Find tools for building and orchestrating multi-agent systems where AI agents collaborate, delegate, and coordinate tasks.
Openclaw多智能体协同系统 | Multi-Agent OS for Decision Makers — 基于 OpenClaw (Clawbot) + Slack，让 AI 团队各司其职、自主稳定迭代。
This template demonstrates how to create a collaborative team of AI agents that work together to process, analyze, and generate insights from documents.
CLI for managing AI agent squads. Status, memory, goals, feedback, and dashboard for your autonomous agents.
Multi-Agent Debugger: An AI-powered debugging system using CrewAI to orchestrate specialized agents that analyze logs, trace code, and uncover root causes across your stack — powered by LLM providers.
An open source and enterprise-grade implementation of the orchestrator-worker pattern from Anthropic's paper, "How we built our multi-agent research system," using the swarms framework.
tmux + Python agent lifecycle manager (start/stop/monitor/assign) with cron-friendly scheduling; no server required
Secure autonomous AI agent fleet platform — Docker-isolated, multi-provider, with built-in cost controls. OpenClaw alternative for production use.
Blog Write multi agent AI is a custom multi-agent system designed to autonomously create high-quality, research-driven blogs. Using LangChain, Gemini 2.0-Flash-EXP, and Serper Web Search Tool, it automates planning, writing, and editing to deliver human-like blogs with up-to-date references.
🏛️ 三省六部制 · OpenClaw Multi-Agent Orchestration System — 9 specialized AI agents with real-time dashboard, model config, and full audit trails
🎭 193 个即插即用的 AI 专家角色 — 支持 OpenClaw/Claude Code/Cursor/Copilot 等 14 种工具，覆盖工程/设计/营销/产品等 18 个部门。含 46 个中国市场原创智能体（小红书/抖音/微信/飞书/钉钉等）
| Tool | Stars | Language | License | Score |
|---|---|---|---|---|
| opencrew | ★ 385 | Shell | MIT | 41 |
| Multi-Agent-RAG-Template | ★ 53 | Python | MIT | 30 |
| squads-cli | ★ 37 | TypeScript | MIT | 35 |
| multiagent-debugger | ★ 35 | Python | MIT | 29 |
| AdvancedResearch | ★ 24 | Python | MIT | 26 |
| agent-manager-skill | ★ 21 | Python | MIT | 36 |
| openlegion | ★ 80 | Python | — | 36 |
| Blog-writer-multi-agent | ★ 50 | Jupyter Notebook | — | 31 |
| edict | ★ 13.3k | Python | MIT | 48 |
| agency-agents-zh | ★ 2.8k | Shell | MIT | 54 |
The top multi-agent orchestration tools include opencrew, Multi-Agent-RAG-Template, squads-cli. These are ranked by our composite score based on GitHub stars, community activity, and code quality.
Most tools listed here are open-source. 8 out of 10 have explicit open-source licenses, making them free to use and modify.
Consider your tech stack (language compatibility), project scale (stars indicate community trust), and specific features you need. Use the comparison table above to evaluate side by side.
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