MetaGPT vs autogen

Common questions

What is the difference between MetaGPT and autogen?

MetaGPT: 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming. autogen: A programming framework for agentic AI. See the comparison table for live GitHub stats and shared categories.

When should I choose MetaGPT over autogen?

Choose MetaGPT over autogen when License: MetaGPT is MIT, autogen is CC-BY-4.0; Pricing: MetaGPT is free to use with an open-source license (MIT), but additional features or services may be available under a non-free model.; MetaGPT and autogen are both frameworks focused on agentic AI, providing different approaches to multi-agent system design; Tags unique to MetaGPT: agent, gpt, llm, metagpt; MetaGPT ships Docker support for self-hosted deployment; When you aim to implement sophisticated, multi-agent software architectures that can interact with each other and respond to human commands in natural language.

When should I choose autogen over MetaGPT?

Choose autogen over MetaGPT when License: autogen is CC-BY-4.0, MetaGPT is MIT; Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure.; MetaGPT and autogen are both frameworks focused on agentic AI, providing different approaches to multi-agent system design; Tags unique to autogen: agentic-agi, agents, ai, autogen; Also covers LLM Frameworks; You need a framework that supports integration with multiple AI models via OpenAI's chat completion client.

When should I avoid MetaGPT?

Avoid MetaGPT if your requirement is a direct coding environment that focuses on translating human-readable text directly into code without the intermediary of agent interactions. Do not use this framework if your goal is to streamline single-agent AI tasks or deploy simple, straightforward models where multi-agent complexity adds unnecessary overhead.

When should I avoid autogen?

If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework. When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited. You need solutions which do not involve additional installations for server components such as playwright/mcp, as AutoGen requires this setup for certain functionalities.

Is MetaGPT or autogen more popular on GitHub?

MetaGPT has more GitHub stars (69,847 vs 60,139). Stars measure visibility, not whether either tool fits your constraints.

Are MetaGPT and autogen open source?

Yes - both are open-source projects on GitHub (MetaGPT: MIT, autogen: CC-BY-4.0).

Where can I find alternatives to MetaGPT or autogen?

GraphCanon lists graph-backed alternatives at MetaGPT alternatives and autogen alternatives (MetaGPT markdown twin, autogen markdown twin), ranked by typed relationship edges rather than popularity votes.

Is there a machine-readable version of this comparison?

Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

Which is better maintained, MetaGPT or autogen?

MetaGPT: Slowing. autogen: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.

Where are the full trust reports for MetaGPT and autogen?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: MetaGPT trust report; autogen trust report.