Profile
Agno
Profile
Overview
The bottom line — what this framework is, who it's for, and when to walk away.
Bottom Line Up Front
Agno is an end-to-end platform for building, deploying, and managing AI agent systems. It provides an SDK for creating agents with memory and integrations, a stateless FastAPI runtime (AgentOS), and a Control Plane for monitoring in production.
Best For
Building and running custom AI agent platforms with integrations, memory, and guardrails.
Avoid If
no data
Strengths
- +Provides a comprehensive SDK for building agents, teams, and workflows
- +Includes advanced agent features: memory, knowledge, and guardrails
- +Offers over 100 integrations for diverse functionalities
- +Features a production-ready runtime (AgentOS) with a stateless, secure FastAPI backend
- +Includes a Control Plane for monitoring and managing the deployed system
- +Supports flexible deployment across multiple cloud providers: Railway, Docker, AWS, Fly, GCP, Kubernetes, Azure, Render, Modal
Weaknesses
Project Health
Is this project alive, well-maintained, and safe to bet on long-term?
Stars
Open Issues
Last Commit
Commit Frequency
Bus Factor Score
Maintainers
Latest Version
Total Releases
Repo Age
Forks
Monthly Downloads
last 30 days
Versions Published
Known Vulnerabilities
Dependent Repos
public repos using this
Fit
Does it support the workflows, patterns, and capabilities your team actually needs?
State Management
AgentOS runs agent platforms as a stateless FastAPI backend.
Perspective
Your expertise shapes what we build next.
We build for engineers who make real architectural decisions. If something is missing, inaccurate, or could be more useful — we want to hear it.
Last updated: 5 September 2026
·FrameworkPicker — The technical decision engine for the agentic AI era.