Agno vs Mastra

Side-by-side comparison of two AI agent tools

A
Agnoopen-source

Build, run, and manage agent platforms.

Mastrafree

From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.

Metrics

AgnoMastra
Stars42.4k28.5k
Star velocity /mo3.5k972.5133689839572
Commits (90d)3524.0k
Releases (6m)1010
Overall score0.86315509101331270.832563049955735

Pros

    • +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

      • -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

        • •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, Agno or Mastra?
        Agno has more GitHub stars (42,416 vs 28,454).
        Which is more actively developed, Agno or Mastra?
        Mastra had more commits in the last 90 days (3,994 vs 352).
        Should I use Agno or Mastra?
        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.