Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Your Company Agentic Operating System
| Date | Stars |
|---|---|
| 2026-07-31 | 660 |
| 2026-08-01 | 668 |
| 2026-08-06 | 668 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
60.0
growth rate 0.00%/day
<p align="center">
<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>
<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>
<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>
</p>
<p align="center">
<b>An engine to make your company AI Native</b><br/>
<sub>Built by <a href="https://desplega.sh">desplega.sh</a> — by builders, for builders.</sub>
</p>
> [!TIP]
> **This repo evolves every single day.** [Watch now →](https://github.com/desplega-ai/agent-swarm/subscription)
<p align="center">
<video src="https://github.com/user-attachments/assets/e220712e-c54d-4f46-b059-bac04639d229" controls muted playsinline width="720"></video>
</p>
<p align="center">
<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>
</p>
<p align="center">
<a href="https://agent-swarm.dev">
<img src="https://img.shields.io/badge/Website-agent--swarm.dev-000?style=for-the-badge" alt="Website">
</a>
<a href="https://docs.agent-swarm.dev">
<img src="https://img.shields.io/badge/Docs-docs.agent--swarm.dev-amber?style=for-the-badge" alt="Docs">
</a>
<a href="https://app.agent-swarm.dev">
<img src="https://img.shields.io/badge/Dashboard-app.agent--swarm.dev-blue?style=for-the-badge" alt="Dashboard">
</a>
<a href="https://discord.gg/KZgfyyDVZa">
<img src="https://img.shields.io/badge/Discord-Join%20Community-5865F2?style=for-the-badge&logo=discord&logoColor=white" alt="Join Discord">
</a>
<a href="https://x.com/desplegalabs">
<img src="https://img.shields.io/badge/𝕏-@desplegalabs-000?style=for-the-badge&logo=x&logoColor=white" alt="Follow on X">
</a>
<a href="https://www.linkedin.com/company/desplega-labs/">
<img src="https://img.shields.io/badge/LinkedIn-Desplega%20Labs-0A66C2?style=for-the-badge&logo=linkedin&logoColor=white" alt="Desplega Labs on LinkedIn">
</a>
</p>
> **Agent Swarm is your Company's Compounding Intelligence Layer. A system of AI agents that remember, reason, act and get better with every task.**
> AI-Native · Compounds · Presence · Harness & LLM-Agnostic · Your Infra · Your Memory ·
## What it does
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.
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).
Agent Swarm is the shared cloud brain and muscle that makes your whole company better every day.
Sometimes humans are the blocker. We can help you. Contact us [[email protected]](mailto:[email protected]).
Learn more in the [architecture overview](https://docs.agent-swarm.dev/docs/architecture/overview).
```mermaid
flowchart LR
subgraph IN["Tasks come in"]
direction TB
S["Slack"]
G["GitHub / GitLab"]
E["Email"]
A["API / CLI"]
end
LEAD(["Lead Agent<br/>plans & delegates"])
subgraph WORKERS["Workers in Docker"]
directioExcerpt of 22,450 characters
Read on GitHub
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:6b423b838c6912ca, topic:ai-agents, topic:multi-agent, topic:agentic