Agno

Agno

Python framework for building agents, teams and workflows, served through the AgentOS FastAPI runtime.

PythonApache-2.0v3.1.1 · 2026-10-02

Install

Run in your terminal

pip install agno

Latest version read from pypi package agno.

Multi-agent patterns

?Handoffs: not yet verified

Handoffs

One agent passes the conversation to another agent, which takes over.

Not shown in the docs.

Subagents / agents as tools: supported

Subagents / agents as tools

A main agent calls other agents like tools and gets their result back, each with its own context.

How Agno does it
Graph or workflow: supported

Graph or workflow

You define steps and edges (or a workflow), and the framework runs agents and functions through them.

How Agno does it
Group chat / crew: supported

Group chat / crew

Several agents with roles work together on a task, coordinated by a manager or a selection rule.

How Agno does it
Human in the loop: supported

Human in the loop

The run pauses for a person to approve, edit or answer before it continues.

How Agno does it

Protocols and hosting

MCP: supported
A2A: supported

Hosted runtime

Self-hosted only (none documented)

Questions

Does Agno support MCP?

Yes. Agno's documentation shows agents using tools from MCP servers.

Does Agno support the A2A protocol?

Yes. Agno's documentation covers the Agent2Agent (A2A) protocol.

What multi-agent patterns does Agno support?

The docs show: subagents / agents as tools, graph or workflow, group chat / crew, human in the loop.

Links

Alternatives in the same languages

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Reviewed Oct 7, 2026.