Agno
Agno
Python framework for building agents, teams and workflows, served through the AgentOS FastAPI runtime.
Install
Run in your terminal
pip install agno
Latest version read from pypi package agno.
Multi-agent patterns
Handoffs
One agent passes the conversation to another agent, which takes over.
Not shown in the docs.
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 itGraph or workflow
You define steps and edges (or a workflow), and the framework runs agents and functions through them.
How Agno does itGroup chat / crew
Several agents with roles work together on a task, coordinated by a manager or a selection rule.
How Agno does itHuman in the loop
The run pauses for a person to approve, edit or answer before it continues.
How Agno does itProtocols and hosting
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.