{
  "markdown": "<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>\n<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>.</sub></p>\n\n> [!TIP]\n> **This repo evolves every single day.** [Watch now →](https://github.com/desplega-ai/agent-swarm/subscription)\n<p align=\"center\"><video src=\"https://github.com/user-attachments/assets/e220712e-c54d-4f46-b059-bac04639d229\" controls muted playsinline width=\"720\"></video></p>\n<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>\n<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>\n\nagent-swarm.dev is an open-source operating system for AI work. A lead agent delegates goals to workers such as Claude Code or Codex. Isolated containers, shared memory, tools, schedules, and review gates preserve work across sessions.\n\n## What you get\n\n- A lead agent that receives work from Slack, repositories, issue trackers, email, or the API\n- [Schema-validated task results](./MCP.md#send-task) for callers that need structured JSON output\n- [Dashboard file attachments](https://docs.agent-swarm.dev/docs/ui#file-attachments) by drag-and-drop or file picker\n- Workers in isolated Docker containers with development environments\n- Memory and identity that persist across sessions\n- Workflows, schedules, scripts, and apps for recurring work\n- [Realtime rooms](./runbooks/realtime-rooms.md) for shared page state, presence, and live channels\n- Your choice of harness and models: Claude Code, Codex, pi, opencode, Devin, or ACP agents\n\n```mermaid\nflowchart LR\n    subgraph IN[\"Tasks come in\"]\n        direction TB\n        S[\"Slack\"]\n        G[\"GitHub / GitLab\"]\n        E[\"Email\"]\n        A[\"API / CLI\"]\n    end\n\n    LEAD([\"Lead Agent<br/>plans &amp; delegates\"])\n\n    subgraph WORKERS[\"Workers in Docker\"]\n        direction TB\n        W1[\"Worker\"]\n        W2[\"Worker\"]\n        W3[\"Worker\"]\n    end\n\n    subgraph BRAIN[\"Persistent brain\"]\n        direction TB\n        MEM[\"Memory<br/>(vector search)\"]\n        ID[\"Identity<br/>(SOUL, CLAUDE.md)\"]\n    end\n\n    subgraph OUT[\"Work ships\"]\n        direction TB\n        PR[\"Pull Requests\"]\n        REPLY[\"Slack replies\"]\n        EMAIL[\"Email replies\"]\n    end\n\n    IN --> LEAD --> WORKERS\n    WORKERS -->|reads context| BRAIN\n    WORKERS -->|writes learnings| BRAIN\n    WORKERS --> OUT\n```\n\n## Quick Start\n\nGive your coding agent the operator skill for Docker Compose or Kubernetes:\n\n```bash\nnpx skills add desplega-ai/agent-swarm\n```\n\nOr use the examples directly:\n\n```bash\ngit clone https://github.com/desplega-ai/agent-swarm.git && cd agent-swarm\ncp .env.docker.example .env  # Set API_KEY, a harness credential, and all eight agent UUIDs.\nopenssl rand -base64 32 > encryption_key\nchmod 600 .env encryption_key\ndocker compose -f docker-compose.example.yml --env-file .env up -d\n```\n\nRead the [Compose checklist](./skills/agent-swarm/references/compose.md) before starting. API: http://localhost:3013, with `/docs` and `/openapi.json`. [Dashboard](https://app.agent-swarm.dev): connect it to your API.\nKubernetes: [install the OCI Helm chart](./charts/agent-swarm/README.md).\n\n## Integrations\n\nSlack · GitHub · GitLab · Linear · Jira · AgentMail · WhatsApp (Kapso) · Composio · Sentry · Devin. [Integration guides](https://docs.agent-swarm.dev/docs/integrations).\n\n## Learn more\n\n- [Getting started](https://docs.agent-swarm.dev/docs/getting-started) · [Architecture](https://docs.agent-swarm.dev/docs/architecture/overview) · [Playbooks](https://docs.agent-swarm.dev/docs/playbooks) · [CLI](https://docs.agent-swarm.dev/docs/reference/cli) · [API reference](https://docs.agent-swarm.dev/docs/api-reference)\n- [Agent templates](https://templates.agent-swarm.dev)\n- Help: [contact@desplega.sh](mailto:contact@desplega.sh) · [Discord](https://discord.gg/KZgfyyDVZa)\n\n## Contributing\n\nRead [CONTRIBUTING.md](./CONTRIBUTING.md), fork the repository, create a branch, and open a PR. Discuss ideas on [Discord](https://discord.gg/KZgfyyDVZa).\n> Are you an agent? Run `npx skills add desplega-ai/agent-swarm` or read the [operator skill](./skills/agent-swarm/SKILL.md).\n\n## Star History\n\n<picture><source media=\"(prefers-color-scheme: dark)\" srcset=\"./assets/star-history-dark.svg\" /> <source media=\"(prefers-color-scheme: light)\" srcset=\"./assets/star-history-light.svg\" /> <img alt=\"Star History Chart\" src=\"./assets/star-history-light.svg\" /></picture>\n\n## License\n\n[MIT](./LICENSE) · 2025-2026 [desplega.sh](https://desplega.sh)\n",
  "bytes": 6102,
  "sha": "a8a4c7574e86f83892472efebf420ea8ca3609aae15bd972c2ecb9e7e78dbb39",
  "repo_slug": "desplega-ai/agent-swarm",
  "fonte": "repo",
  "truncated": false,
  "api": "https://agentalog.com/api/listings/mcp_io_github_desplega_ai_agent_swarm_25a55f69/readme"
}