CAMEL-AI.org
CAMEL
Python multi-agent framework for role-playing agent societies and Workforce task delegation.
Install
Run in your terminal
pip install camel-ai
Latest version read from pypi package camel-ai.
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.
Not shown in the docs.
Graph or workflow
You define steps and edges (or a workflow), and the framework runs agents and functions through them.
Not shown in the docs.
Group chat / crew
Several agents with roles work together on a task, coordinated by a manager or a selection rule.
How CAMEL does itHuman in the loop
The run pauses for a person to approve, edit or answer before it continues.
How CAMEL does itProtocols and hosting
Hosted runtime
Self-hosted only (none documented)
Questions
Does CAMEL support MCP?
Yes. CAMEL's documentation shows agents using tools from MCP servers.
Does CAMEL support the A2A protocol?
Its documentation does not cover A2A as of 2026-10-07.
What multi-agent patterns does CAMEL support?
The docs show: group chat / crew, human in the loop.
Links
Alternatives in the same languages
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Reviewed Oct 7, 2026.