Agno

Profile

Overview

The bottom line — what this framework is, who it's for, and when to walk away.

Bottom Line Up Front

Agno provides an SDK and runtime (AgentOS) for building, running, and managing agent platforms. It enables the creation of multi-agent systems and step-based workflows, offering production features like isolated sessions, RBAC, and data ownership. Teams can deploy intelligent software in their own cloud environments.

Best For

Building and productionizing multi-agent platforms, in-product copilots, and AI-driven data workflows.

Avoid If

no data

Strengths

  • +Provides an SDK for building agents, multi-agent teams, and step-based agentic workflows.
  • +AgentOS runtime offers multi-user, isolated sessions with tracing, scheduling, RBAC, and audit logs.
  • +Allows running agents as a service with a unified control plane for management.
  • +Runs in your cloud using your database, ensuring ownership of session, memory, and trace data.
  • +Natively typesafe and multi-modal, suitable for data labeling, extraction, and classification.
  • +Can productionize agents built with any framework, model, or cloud.

Weaknesses

    Project Health

    Is this project alive, well-maintained, and safe to bet on long-term?

    Stars

    40,881

    Open Issues

    946

    Last Commit

    0d ago

    Commit Frequency

    25x/week

    Bus Factor Score

    8 / 10

    Maintainers

    100

    Latest Version

    v2.6.19

    Total Releases

    100

    Repo Age

    4y 1mo

    Forks

    5,568

    Monthly Downloads

    3.0M

    last 30 days

    Versions Published

    219

    Known Vulnerabilities

    2Highest: Critical

    Dependent Repos

    0

    public repos using this

    Fit

    Does it support the workflows, patterns, and capabilities your team actually needs?

    State Management

    AgentOS runtime manages state through multi-user, isolated sessions, allowing users to own their session, memory, and trace data.

    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: 29 June 2026

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