Agent Development Kit (ADK) vs Mastra
Side-by-side comparison of two AI agent tools
Short answer
- Mastra is growing faster: +969 GitHub stars in the last 30 days vs +30 for Agent Development Kit (ADK).
- Pick Agent Development Kit (ADK) for: an open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents. Pick Mastra for: from the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents.
From GitHub data refreshed daily.
A
Agent Development Kit (ADK)open-source
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Mastrafree
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
Metrics
| Agent Development Kit (ADK) | Mastra | |
|---|---|---|
| Stars | 21.7k | 28.5k |
| Star velocity /mo | 30 | 969.2063492063492 |
| Commits (90d) | 1.4k | 4.0k |
| Releases (6m) | 10 | 10 |
| Overall score | 0.7141691885622203 | 0.9035663973807672 |
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, Agent Development Kit (ADK) or Mastra?
- Mastra has more GitHub stars (28,498 vs 21,690).
- Which is more actively developed, Agent Development Kit (ADK) or Mastra?
- Mastra had more commits in the last 90 days (4,044 vs 1,360).
- Should I use Agent Development Kit (ADK) or Mastra?
- Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.