AIlice vs Mastra
Side-by-side comparison of two AI agent tools
Short answer
- AIlice has had no commit in 13 months; Mastra is actively maintained (4,109 commits in the last 90 days).
- Mastra is growing faster: +968 GitHub stars in the last 30 days vs +3 for AIlice.
- Pick AIlice for: aIlice is a fully autonomous, general-purpose AI agent. Pick Mastra for: from the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents.
From GitHub data refreshed daily.
AIliceopen-source
AIlice is a fully autonomous, general-purpose AI agent.
Mastrafree
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
Metrics
| AIlice | Mastra | |
|---|---|---|
| Stars | 1.4k | 28.5k |
| Star velocity /mo | 2.6842105263157894 | 968.3684210526316 |
| Commits (90d) | 0 | 4.1k |
| Releases (6m) | 0 | 10 |
| Downloads (30d, npm + PyPI) | — | 3.1M |
| Overall score | 0.17011470269234716 | 0.8983723604743185 |
Pros
- +完全自主操作，无需持续人工干预即可完成复杂任务
- +IACT架构提供高容错性和动态任务分解能力
- +支持多种任务类型，从研究到编程到系统管理的全面覆盖
- +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
- -需要配置LLM API密钥，可能产生API调用费用
- -复杂任务执行时间较长，需要耐心等待
- -依赖外部LLM服务的稳定性和可用性
- -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
- •学术研究和文献综述，自动收集、分析和整理相关资料
- •软件开发项目，从需求分析到代码实现的全流程自动化
- •系统运维和管理，自动化处理服务器配置和监控任务
- •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, AIlice or Mastra?
- Mastra has more GitHub stars (28,525 vs 1,418).
- Which is more actively developed, AIlice or Mastra?
- Mastra had more commits in the last 90 days (4,109 vs 0).
- Should I use AIlice or Mastra?
- Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.