README

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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.

What you can build

Agno can bring any agent to life, here are some examples:

• Coda → A code companion that lives in Slack and works alongside your team.
• Dash → A self-learning data agent that grounds answers in 6 layers of context.
• Scout → A context agent that navigates Slack and Google Drive to answer questions.
• Auto Improving Agent Platform → 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:

1. Add Agno docs as an indexed source. In Cursor: Settings → Indexing & Docs → Add https://docs.agno.com/llms-full.txt. Also works in VSCode, Windsurf, and similar tools.
2. 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.