ChatDev vs MetaGPT

Side-by-side comparison of two AI agent tools

Short answer

  • MetaGPT has had no commit in 8 months; ChatDev is actively maintained (3 commits in the last 90 days).
  • MetaGPT is growing faster: +699 GitHub stars in the last 30 days vs +403 for ChatDev.
  • Pick ChatDev for: chatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration. Pick MetaGPT for: the Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming.

From GitHub data refreshed daily.

ChatDevopen-source

ChatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration

MetaGPTopen-source

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

Metrics

ChatDevMetaGPT
Stars34.4k70.7k
Star velocity /mo403.4920634920635698.7301587301588
Commits (90d)30
Releases (6m)00
Overall score0.44991030395368370.3893499790600915

Pros

  • +Zero-code configuration makes multi-agent systems accessible to non-technical users
  • +Proven track record with strong community adoption (31,000+ GitHub stars)
  • +Versatile platform capable of handling diverse scenarios from software development to research automation
  • +完整的软件开发流程自动化，从需求到代码生成覆盖整个开发生命周期
  • +基于角色的多智能体架构，模拟真实软件公司的协作模式
  • +强大的社区支持和学术认可，GitHub获得66000+星标，相关论文在ICLR 2025获得口头报告资格

Cons

  • -Recently transitioned from 1.0 to 2.0, potentially introducing stability concerns during the migration period
  • -Limited technical documentation available for the new 2.0 platform features
  • -May be overly complex for simple automation tasks that don't require multi-agent coordination
  • -对Python版本有严格限制，要求3.9及以上但低于3.12版本
  • -多智能体系统的复杂性可能导致设置和调试困难
  • -运行多个LLM角色可能消耗大量计算资源和API调用成本

Use Cases

  • •Automated software development with virtual teams of specialized AI agents (CEO, CTO, Programmer roles)
  • •Complex research automation requiring coordination between multiple AI agents with different expertise
  • •Data visualization and 3D generation projects that benefit from multi-agent workflow orchestration
  • •将一行业务需求自动转换为完整的软件规格说明和技术文档
  • •自动化软件架构设计，生成数据结构、API接口和系统架构图
  • •端到端软件开发流程自动化，适用于快速原型开发和MVP构建
View ChatDev DetailsView MetaGPT Details

FAQ

Which is more popular, ChatDev or MetaGPT?
MetaGPT has more GitHub stars (70,722 vs 34,434).
Which is more actively developed, ChatDev or MetaGPT?
ChatDev had more commits in the last 90 days (3 vs 0).
Should I use ChatDev or MetaGPT?
Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.