# Agno — Production AI Agent Runtime

> Agno is a runtime for building and managing agentic software at scale. 39.1K+ GitHub stars. Stateful agents, FastAPI serving, 100+ integrations, tracing. Apache 2.0.

## Install

Save the content below to `.claude/skills/` or append to your `CLAUDE.md`:

## Quick Use

```bash
# Install
pip install agno

# Quick start
python -c "
from agno.agent import Agent
from agno.models.openai import OpenAIChat

agent = Agent(
    model=OpenAIChat(id='gpt-4o'),
    instructions='You are a helpful assistant.',
)
agent.print_response('What is Agno?')
"
```

---

## Intro

Agno is a runtime for building, running, and managing agentic software at scale. With 39,100+ GitHub stars and Apache 2.0 license, it provides stateful agents with streaming responses and per-user/session isolation, production API serving via FastAPI backend, native tracing and auditability, human-in-the-loop approval workflows, guardrails, 100+ integrations and tool support, AgentOS UI for monitoring and management, and horizontally scalable stateless runtime with data stored in your own database.

**Best for**: Teams deploying AI agents as production services with monitoring and management
**Works with**: Claude Code, OpenAI Codex, Cursor, Gemini CLI, Windsurf
**Architecture**: FastAPI backend, horizontally scalable, stateless

---

## Key Features

- **Stateful agents**: Per-user/session isolation with streaming
- **Production serving**: FastAPI backend with API endpoints
- **Native tracing**: Built-in auditability and observability
- **Human-in-the-loop**: Approval workflows and guardrails
- **100+ integrations**: Tools, databases, APIs
- **AgentOS UI**: Web dashboard for monitoring and management
- **Horizontally scalable**: Stateless runtime, your own database

---

### FAQ

**Q: What is Agno?**
A: Agno is a production AI agent runtime with 39.1K+ stars. Stateful agents, FastAPI serving, tracing, human-in-the-loop, 100+ integrations. Apache 2.0.

**Q: How do I install Agno?**
A: `pip install agno`. Create agents with `Agent(model=OpenAIChat())` and serve with FastAPI.

---

## Source & Thanks

> Created by [Agno](https://github.com/agno-agi). Licensed under Apache 2.0.
> [agno-agi/agno](https://github.com/agno-agi/agno) — 39,100+ GitHub stars

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Source: https://tokrepo.com/en/workflows/f73bc89d-cd16-46bb-af95-3a921a0de059
Author: Skill Factory