agno

From public sources

Build, run, and manage agent platforms.

AI toolCategory: AI AgentsOpen sourcedata checked Oct 15, 2026

Overview

  • agents
  • ai
  • ai-agents
  • developer-tools
  • python

Installation

Commands are shown, never run by the marketplace. Check them against the official documentation.
  • Official websiteFrom public sourcesfrom catalog metadata
    docs.agno.com/ ↗
  • Build from sourceFrom public sourcesfrom catalog metadata

    Build from source: no validated build recipe — follow the repository instructions.

    github.com/agno-agi/agno ↗

Compatibility

Unknown means no evidence was found — not that the product is incompatible.
PlatformStatusArchitectureEvidenceConfidence
WindowsUnknown———
macOSUnknown———
LinuxUnknown———
Web browserUnknown———
Server / self-hostedUnknown———
Container (OCI)Unknown———

Releases

checked Oct 29, 2026
v3.1.12LatestOct 29, 2026Official source ↗

Files in 3.1.12

This release has no attached files.

Release history

Quality profile

algorithm quality-v1.0 · assessed Oct 15, 2026
Quality Score88
Risk Score0
Confidence 1.00
Quality Score and Risk Score are different measures. A high score does not guarantee safety.

Score components

Maintenance · 2020
last activity 0 days ago
Documentation · 1515
README 4954 chars, description present
Ready to use · 156
install instructions: no; releases: yes
Metadata · 1010
4/4 of description, homepage, license, topics
Releases · 1010
10 release(s), latest 3 days ago
Category confidence · 107
classifier confidence 0.65
Adoption · 1010
42754 stars (log-dampened, 10k = max)
License clarity · 55
SPDX Apache-2.0
Community · 55
issues enabled, 6139 forks

License

Apache-2.0
Known licensefrom the repository host

This is the catalog policy status, not legal advice.

Sources

github.com/agno-agi/agnoPrimary★ 42,754 starslast activity Oct 15, 2026Primary repository · Confidence 1.00

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README

From agno-agi/agno · license Apache-2.0 · fetched Oct 29, 2026

Introduction

Agno is a self-driving agent platform. Build agents for your company, product, or customers. Run them as durable services on AgentOS. Put them to work automating company operations.

  • Build agents with the Agno, Claude Agent, or Codex SDKs. Combine agents into teams and workflows.
  • Run agents as durable services with built-in API and MCP. AgentOS handles authentication, role-based access, resume/replay, human approvals, scheduling, and durable execution.
  • Automate company operations with Company OS. Give agents responsibilities, organize work into projects and tasks, and configure recurring routines. People set direction and review results; agents own and execute.

Agno provides the orchestration and service layer around your agents, making them available in:

  1. Your product: using the REST API.
  2. Claude and ChatGPT: using the MCP server.
  3. Chat apps like Slack: using Agno Interfaces.

Run your platform in your own cloud and keep your data in your control. Review conversations, inspect traces, manage knowledge, and track your agent activity using the AgentOS UI.

Get started

Agno is built for coding agents. Start with a pre-built template and give this prompt to your coding agent:

Help me set up my agent platform and build my first agent.

Clone https://github.com/agno-agi/agentos-railway into a folder called agent-platform, cd into it, and follow .agents/skills/setup-platform/SKILL.md.

The setup skill runs your platform locally and helps you build your first agent. You get:

  • An API server and MCP server.
  • PostgreSQL storage for conversations, memory, and platform activity.
  • OS Manager to help build and manage your platform.
  • Claude and Codex engineers to work on your code.
  • Skills for building, evaluating, and improving agents.
  • A Company workspace for organizing ongoing work, with a daily maintenance routine that reviews your codebase and Agno releases and proposes platform improvements.

Connect your platform to os.agno.com to start using it. Build agents with code, use the no-code UI, or chat with the OS Manager.

Start improving your agents and platform with the /improve skill. Keep useful changes and regression tests so each round builds on the last. When you're ready, configure scheduled improvement runs in a sandbox that return pull requests for review.

Templates for every cloud

Choose a template for your cloud: Docker · Railway · AWS · GCP · Azure · Fly.io · Render · Modal · Helm

What's included

CapabilityWhat you can do
Agents and teamsBuild agents that use tools, delegate work, and collaborate.
WorkflowsControl execution with routing, conditions, loops, and parallel steps.
Memory and knowledgeRemember users across sessions and retrieve answers from your data.
Tools and integrationsConnect agents to APIs, databases, and MCP servers.
Durable executionPersist background jobs and track their status across restarts.
Human approvalReview sensitive actions before they run, then approve and continue.
ObservabilityTrace runs, inspect tool calls, and diagnose failures.
SchedulingRun agents, teams, and workflows on recurring schedules.
SecurityControl access with authentication, roles, and per-user data isolation.
Coding agentsRun Claude and Codex in sandboxes to implement and test changes.
Company OSOrganize work into products, projects, tasks, and recurring routines.

Tutorials

First, add Agno to your coding agent so it can read the tutorials as you build. Then, learn how to:

Community

Follow Agno on X for releases and demos, or subscribe to The Agno Loop.

See the contributing guide to contribute.

License

Agno is distributed under the Apache 2.0 license.

Telemetry

Agno sends a telemetry event per agent so we know which model providers to prioritize. Prompts, messages, and outputs are never sent. Disable by setting AGNO_TELEMETRY=false.

Open the repository ↗