Mastra vs RestGPT
Side-by-side comparison of two AI agent tools
Short answer
- RestGPT has had no commit in 36 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 +1 for RestGPT.
- Pick Mastra for: from the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents. Pick RestGPT for: an LLM-based autonomous agent controlling real-world applications via RESTful APIs.
From GitHub data refreshed daily.
Mastrafree
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
RestGPTopen-source
An LLM-based autonomous agent controlling real-world applications via RESTful APIs
Metrics
| Mastra | RestGPT | |
|---|---|---|
| Stars | 28.5k | 1.4k |
| Star velocity /mo | 968.3684210526316 | 1.4210526315789471 |
| Commits (90d) | 4.1k | 0 |
| Releases (6m) | 10 | 0 |
| Downloads (30d, npm + PyPI) | 3.1M | — |
| Overall score | 0.8983723604743185 | 0.1597572112100084 |
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
- +Structured multi-module architecture with separate planner, selector, and executor components for reliable API interaction
- +Includes comprehensive RestBench benchmark with human-annotated solution paths for proper evaluation
- +Handles complex multi-step workflows through iterative coarse-to-fine planning framework
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
- -Research-oriented implementation that may not be production-ready
- -Limited to specific scenarios (TMDB movie database and Spotify) in current version
- -Demo is under construction indicating incomplete development status
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
- •Building AI assistants that autonomously search and retrieve information from movie databases
- •Creating music playlist management bots that interact with streaming services like Spotify
- •Developing agents for complex multi-step data retrieval tasks across multiple APIs
FAQ
- Which is more popular, Mastra or RestGPT?
- Mastra has more GitHub stars (28,525 vs 1,403).
- Which is more actively developed, Mastra or RestGPT?
- Mastra had more commits in the last 90 days (4,109 vs 0).
- Should I use Mastra or RestGPT?
- Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.