CAMEL
Open-source Python framework for multi-agent systems: agent societies, memory, RAG, code interpreters, synthetic data and large-scale simulation.
Harness by CAMEL-AI
Install
From the package registry. Read the repository before you give any tool access to your data.
pip install camel-ai
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: agent-orchestration, knowledge-base
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Fact sheet
- Languages
- Pythoncamel-ai.org
- Packages
- camel-ai (pypi)camel-ai.org
- Multi-agent
- Yesdocs.camel-ai.org
- Orchestration
- crew/rolesdocs.camel-ai.org
- Memory
- short-term, long-termdocs.camel-ai.org
- Maturity
- Betagithub.com
Facts extracted by Claude Sonnet 5.5 from the linked sources on Oct 24, 2026; reviewed Oct 24, 2026. Wrong fact? Tell us.
Alternatives
Frameworks for the same language with a similar way of orchestrating agents.
- 0.753score
LangChain
LangChain
Python framework of interoperable components and integrations for building agents and LLM apps, with LangGraph and Deep Agents layered above it.
HarnessAFreshness: A★ 148.4K↓ 37.3M/wk - 0.732score
CrewAI
CrewAI
Open-source Python framework for multi-agent workflows, with role-based Crews and event-driven Flows.
HarnessAFreshness: A★ 60.1K↓ 644.6K/wk - 0.727score
Agno
Agno
Python framework and runtime for building agents, serving them over a REST API and MCP server, and managing them from a web control plane.
HarnessAFreshness: A★ 42.9K↓ 519.4K/wk - 0.627score
AutoGen
Microsoft
Archived Microsoft Python framework for multi-agent apps; Microsoft directs new users to Microsoft Agent Framework.
HarnessAFreshness: A★ 61.5K↓ 89K/wk - 0.484score
MetaGPT
FoundationAgents
Python multi-agent framework that gives LLM agents software-company roles and SOPs to turn a one-line requirement into a project repository.
HarnessDFreshness: D★ 71K↓ 622/wk
Compare and alternatives
Signals
- Stars
- 17,964
- Forks
- 2,121
- Open issues
- 271
- Weekly downloads
- 20,116
- Last commit
- Oct 19, 2026 (8 days ago)
- Last release
- Mar 22, 2026 (7 months ago)
- Last package publish
- Mar 22, 2026 (7 months ago)
From GitHub (fetched Oct 24, 2026) and the package registry.
Details
- Packages
- pypi
camel-ai - License
- Apache-2.0
- Repository
- github.com/camel-ai/camel
- Website
- www.camel-ai.org/
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
More from CAMEL-AI
- 0.706score
OWL
CAMEL-AI
Multi-agent framework for real-world task automation, built on CAMEL-AI and scored on the GAIA benchmark
AgentAFreshness: A★ 20.2K - 0.698score
Eigent
CAMEL-AI
Open-source desktop app for running a multi-agent workforce on local or cloud models, with MCP and skill integration.
AgentAFreshness: A★ 15.7K
Cite this page
CAMEL. Agent Mart. https://agentmart.dev/harnesses/camel (last updated 2026-10-24)