Multi-agent orchestration for Claude Code, Codex, Gemini CLI, and other AI coding assistants
How to install agent-swarm?
desplega-ai/agent-swarm
$git clone https://github.com/desplega-ai/agent-swarmInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Install agent-swarm by running `git clone https://github.com/desplega-ai/agent-swarm`, then use it for the current task and follow its documentation at https://github.com/desplega-ai/agent-swarm.
README.md
| 1 | <p align="center"> |
| 2 | <a href="https://github.com/desplega-ai/agent-swarm/stargazers"><img src="https://img.shields.io/github/stars/desplega-ai/agent-swarm?style=flat-square&color=yellow" alt="GitHub Stars"></a> |
| 3 | <a href="https://github.com/desplega-ai/agent-swarm/blob/main/LICENSE"><img src="https://img.shields.io/github/license/desplega-ai/agent-swarm?style=flat-square" alt="MIT License"></a> |
| 4 | <a href="https://github.com/desplega-ai/agent-swarm/pulls"><img src="https://img.shields.io/badge/PRs-welcome-brightgreen?style=flat-square" alt="PRs Welcome"></a> |
| 5 | </p> |
| 6 | |
| 7 | <p align="center"> |
| 8 | <b>An engine to make your company AI Native</b><br/> |
| 9 | <sub>Built by <a href="https://desplega.sh">desplega.sh</a> — by builders, for builders.</sub> |
| 10 | </p> |
| 11 | |
| 12 | > [!TIP] |
| 13 | > **This repo evolves every single day.** [Watch now →](https://github.com/desplega-ai/agent-swarm/subscription) |
| 14 | |
| 15 | <p align="center"> |
| 16 | <video src="https://github.com/user-attachments/assets/e220712e-c54d-4f46-b059-bac04639d229" controls muted playsinline width="720"></video> |
| 17 | </p> |
| 18 | <p align="center"> |
| 19 | <sub>▸ <a href="./assets/agent-swarm.mp4">daily evolution</a> · <a href="./assets/agent-swarm-slack-to-pr.mp4">slack → pr</a> · <a href="./assets/video-source">Making of</a></sub> |
| 20 | </p> |
| 21 | |
| 22 | <p align="center"> |
| 23 | <a href="https://agent-swarm.dev"> |
| 24 | <img src="https://img.shields.io/badge/Website-agent--swarm.dev-000?style=for-the-badge" alt="Website"> |
| 25 | </a> |
| 26 | <a href="https://docs.agent-swarm.dev"> |
| 27 | <img src="https://img.shields.io/badge/Docs-docs.agent--swarm.dev-amber?style=for-the-badge" alt="Docs"> |
| 28 | </a> |
| 29 | <a href="https://app.agent-swarm.dev"> |
| 30 | <img src="https://img.shields.io/badge/Dashboard-app.agent--swarm.dev-blue?style=for-the-badge" alt="Dashboard"> |
| 31 | </a> |
| 32 | <a href="https://discord.gg/KZgfyyDVZa"> |
| 33 | <img src="https://img.shields.io/badge/Discord-Join%20Community-5865F2?style=for-the-badge&logo=discord&logoColor=white" alt="Join Discord"> |
| 34 | </a> |
| 35 | <a href="https://x.com/desplegalabs"> |
| 36 | <img src="https://img.shields.io/badge/𝕏-@desplegalabs-000?style=for-the-badge&logo=x&logoColor=white" alt="Follow on X"> |
| 37 | </a> |
| 38 | <a href="https://www.linkedin.com/company/desplega-labs/"> |
| 39 | <img src="https://img.shields.io/badge/LinkedIn-Desplega%20Labs-0A66C2?style=for-the-badge&logo=linkedin&logoColor=white" alt="Desplega Labs on LinkedIn"> |
| 40 | </a> |
| 41 | </p> |
| 42 | |
| 43 | > **Agent Swarm is your Company's Compounding Intelligence Layer. A system of AI agents that remember, reason, act and get better with every task.** |
| 44 | |
| 45 | > AI-Native · Compounds · Presence · Harness & LLM-Agnostic · Your Infra · Your Memory · |
| 46 | |
| 47 | ## What it does |
| 48 | |
| 49 | Agent Swarm runs a team of AI agents that coordinate autonomously. A **lead agent** receives tasks (from Slack, GitHub, GitLab, Linear, Jira, email, or the API), breaks them down, and delegates to **worker agents** running in isolated environments (Docker). Workers execute tasks, ship solutions, and write their learnings back to a shared memory so the whole swarm gets smarter every session. |
| 50 | |
| 51 | You can run agents for Marketing, Product, UX, Engineering, Support, Operations, HR, Finance, or any role you can think of. A centralized Lead coordinates them, and they share the learnings horizontally. That's the true difference between [*AI First*](https://www.pleasedontdeploy.com/i/197193364/ai-first) and [*AI Native*](https://www.pleasedontdeploy.com/i/197193364/third-the-ai-native-metamorphosis). |
| 52 | |
| 53 | Agent Swarm is the shared cloud brain and muscle that makes your whole company better every day. |
| 54 | |
| 55 | Sometimes humans are the blocker. We can help you. Contact us [contact@desplega.sh](mailto:contact@desplega.sh). |
| 56 | |
| 57 | Learn more in the [architecture overview](https://docs.agent-swarm.dev/docs/architecture/overview). |
| 58 | |
| 59 | ```mermaid |
| 60 | flowchart LR |
| 61 | subgraph IN["Tasks come in"] |
| 62 | direction TB |
| 63 | S["Slack"] |
| 64 | G["GitHub / GitLab"] |
| 65 | E["Email"] |
| 66 | A["API / CLI"] |
| 67 | end |
| 68 | |
| 69 | LEAD(["Lead Agent<br/>plans & delegates"]) |
| 70 | |
| 71 | subgraph WORKERS["Workers in Docker"] |
| 72 | directio |
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