AutoGPT.js vs Mastra
Side-by-side comparison of two AI agent tools
Short answer
- AutoGPT.js has had no commit in 35 months; Mastra is actively maintained (4,044 commits in the last 90 days).
- Mastra is growing faster: +969 GitHub stars in the last 30 days vs +-1 for AutoGPT.js.
- Pick AutoGPT.js for: auto-GPT on the browser. Pick Mastra for: from the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents.
From GitHub data refreshed daily.
AutoGPT.jsopen-source
Auto-GPT on the browser
Mastrafree
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
Metrics
| AutoGPT.js | Mastra | |
|---|---|---|
| Stars | 1.0k | 28.5k |
| Star velocity /mo | -0.6349206349206349 | 969.2063492063492 |
| Commits (90d) | 0 | 4.0k |
| Releases (6m) | 0 | 10 |
| Overall score | 0.12538150057159467 | 0.9035663973807672 |
Pros
- +浏览器原生运行，无需复杂安装配置
- +利用Web File System Access API实现本地文件系统集成
- +开源项目，支持多种部署方式包括Fly.io和Docker
- +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
- -网络请求需要通过服务器代理，不完全本地化
- -功能仍在开发中，许多计划功能尚未实现
- -受限于浏览器环境的性能和API限制
- -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
- •自动化代码生成和文件处理任务
- •创建多级AI代理进行研究和数据收集
- •需要快速部署的AI自动化原型开发
- •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, AutoGPT.js or Mastra?
- Mastra has more GitHub stars (28,498 vs 1,024).
- Which is more actively developed, AutoGPT.js or Mastra?
- Mastra had more commits in the last 90 days (4,044 vs 0).
- Should I use AutoGPT.js or Mastra?
- Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.