Introduction
Agno is an SDK for building agent platforms.
- Build agents using any agent framework.
- Run them as production services with tracing, scheduling, and RBAC.
- Manage using a single control plane.
Agno allows you to own your agent stack. Maintain control of your data, context, tools, permissions, memory and human-review loops. Run your platform in your cloud, and manage it using a beautiful UI.
<img width="3192" height="2038" alt="demo-os" src="https://github.com/user-attachments/assets/6d21e6bc-111f-4b81-ba29-6550fead89b2" />What you can build
Agno can bring any agent to life, here are some examples:
- Coda ā A code companion that lives in Slack and works alongside your team.
- Dash ā A self-learning data agent that grounds answers in 6 layers of context.
- Scout ā A context agent that navigates Slack and Google Drive to answer questions.
- Auto Improving Agent Platform ā Build your own agent platform with an auto-improvement loop.
Get started
- Read the docs
- Build your first agent in 20 lines of code.
- Build an auto-improving agent platform managed entirely by claude code.
Features
- Production API. 50+ endpoints with SSE and websockets to build a product on top.
- Storage. Store sessions, memory, knowledge, and traces in your own database.
- 100+ integrations. Integrate with 100+ tools using pre-built toolkits.
- Context Providers. Access live data from Slack, Drive, wikis, MCP, and custom sources.
- Human approval. Pause runs for user confirmation. Block tools that require admin approval.
- Observability. Get monitoring via OpenTelemetry tracing, run history, and audit logs out of the box.
- Security. Get JWT-based RBAC and multi-user, multi-tenant isolation out of the box.
- Interfaces. Expose your agents via Slack, Telegram, WhatsApp, Discord, AG-UI, A2A.
- Scheduling. Cron-based scheduling and background jobs with no external infrastructure.
- Deploy anywhere. Run on any cloud platform that runs containers. Docker, Railway, AWS, GCP.
Use Agno with your coding agent
Two options:
- Add Agno docs as an indexed source. In Cursor: Settings ā Indexing & Docs ā Add
https://docs.agno.com/llms-full.txt. Also works in VSCode, Windsurf, and similar tools. - Add Agno docs as an MCP server. Add docs.agno.com/mcp to your favourite coding agent.
Read the full guide here.
Community
- X: follow for releases and demos
- Newsletter: monthly updates on what's shipping
Contributing
See the contributing guide.
Telemetry
Agno logs which model providers are used to prioritize updates. Disable with AGNO_TELEMETRY=false.