AgentScope vs Mastra
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 +968 for Mastra.
- Pick AgentScope for: build and run agents you can see, understand and trust. Pick Mastra for: from the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents.
From GitHub data refreshed daily.
AgentScopeopen-source
Build and run agents you can see, understand and trust.
Mastrafree
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
Metrics
| AgentScope | Mastra | |
|---|---|---|
| Stars | 32.7k | 28.5k |
| Star velocity /mo | 1.8k | 968.3684210526316 |
| Commits (90d) | 304 | 4.1k |
| Releases (6m) | 10 | 10 |
| Downloads (30d, npm + PyPI) | 296.7K | 3.1M |
| Overall score | 0.8294203381821088 | 0.8983723604743185 |
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
- +统一的多提供商接口支持 40+ AI 模型提供商,避免供应商锁定
- +完整的 AI 应用工具链包括代理、工作流、人机交互和上下文管理
- +TypeScript 原生支持和现代技术栈集成,开发体验优秀
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
- -作为相对较新的框架,生态系统和社区资源可能有限
- -多功能集成可能带来学习曲线,需要时间掌握各个组件
- -文档和最佳实践可能还在完善中,缺少大规模生产案例
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
- •构建需要多个 AI 模型协作的复杂智能代理系统
- •开发需要人机交互审批流程的自动化工作流应用
- •快速原型验证 AI 产品概念并扩展到生产环境
FAQ
- Which is more popular, AgentScope or Mastra?
- AgentScope has more GitHub stars (32,703 vs 28,525).
- Which is more actively developed, AgentScope or Mastra?
- Mastra had more commits in the last 90 days (4,109 vs 304).
- Should I use AgentScope or Mastra?
- Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.