AgentScope vs AutoGen
Side-by-side comparison of two AI agent tools
Short answer
- AgentScope is growing faster: +1,829 GitHub stars in the last 30 days vs +782 for AutoGen.
- Pick AgentScope for: build and run agents you can see, understand and trust. Pick AutoGen for: a programming framework for agentic AI.
From GitHub data refreshed daily.
AgentScopeopen-source
Build and run agents you can see, understand and trust.
AutoGenfree
A programming framework for agentic AI
Metrics
| AgentScope | AutoGen | |
|---|---|---|
| Stars | 32.7k | 61.2k |
| Star velocity /mo | 1.8k | 781.8947368421053 |
| Commits (90d) | 304 | 0 |
| Releases (6m) | 10 | 0 |
| Downloads (30d, npm + PyPI) | 296.7K | — |
| Overall score | 0.8294203381821088 | 0.3844257679182666 |
Pros
- +Production-ready with multiple deployment options including local, serverless, and Kubernetes with built-in observability
- +Comprehensive built-in features including ReAct agents, memory, planning, voice interaction, and model finetuning capabilities
- +Flexible multi-agent orchestration through message hub architecture with support for complex workflows and agent communication
- +支持多代理协作，可以创建复杂的 AI 交互系统
- +提供 AutoGen Studio 无代码界面，降低使用门槛
- +强大的模型集成能力，支持多种主流大语言模型和 MCP 服务器
Cons
- -Python-only framework limits usage for teams working in other programming languages
- -Requires Python 3.10+ which may not be compatible with all existing environments
- -As a comprehensive framework, may have a steeper learning curve compared to simpler agent libraries
- -需要 Python 3.10 或更高版本，对环境有一定要求
- -项目处于维护模式，新用户被建议使用 Microsoft Agent Framework
- -从 v0.2 升级需要遵循迁移指南，存在向后兼容性问题
Use Cases
- •Building production AI agent systems that require transparency, debugging capabilities, and human oversight
- •Developing multi-agent workflows where agents need to collaborate, communicate, and orchestrate complex tasks
- •Creating conversational AI applications with realtime voice interaction and custom model finetuning requirements
- •构建多代理对话系统，让不同角色的 AI 代理协作解决复杂问题
- •创建自动化工作流程，通过代理协作完成数据分析、内容生成等任务
- •开发具有网络浏览能力的智能助手，结合 MCP 服务器实现外部工具集成
FAQ
- Which is more popular, AgentScope or AutoGen?
- AutoGen has more GitHub stars (61,248 vs 32,703).
- Which is more actively developed, AgentScope or AutoGen?
- AgentScope had more commits in the last 90 days (304 vs 0).
- Should I use AgentScope or AutoGen?
- Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.