Mastra vs OpenAGI

Side-by-side comparison of two AI agent tools

Short answer

  • OpenAGI has had no commit in 22 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 +5 for OpenAGI.
  • Pick Mastra for: from the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents. Pick OpenAGI for: openAGI: When LLM Meets Domain Experts.

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.

OpenAGIopen-source

OpenAGI: When LLM Meets Domain Experts

Metrics

MastraOpenAGI
Stars28.5k2.3k
Star velocity /mo968.36842105263165.210526315789474
Commits (90d)4.1k0
Releases (6m)100
Downloads (30d, npm + PyPI)3.1M62
Overall score0.89837236047431850.1825190616086469

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
  • +Research-backed framework with peer-reviewed methodology published in NeurIPS 2023
  • +Structured agent sharing ecosystem with upload/download functionality for community collaboration
  • +Built-in external tool integration system allowing agents to leverage specialized capabilities

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
  • -Requires migration to Cerebrum SDK for full AIOS integration, suggesting the main package may have limited standalone utility
  • -Rigid folder structure requirements that may limit flexibility in agent organization
  • -Heavy dependency on AIOS ecosystem for optimal functionality

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 domain-specific expert agents for AIOS deployment in specialized fields like research or analysis
  • •Creating and sharing custom AI agents with the research community through the built-in marketplace
  • •Developing modular agents that leverage external tools for complex multi-step workflows

FAQ

Which is more popular, Mastra or OpenAGI?
Mastra has more GitHub stars (28,525 vs 2,287).
Which is more actively developed, Mastra or OpenAGI?
Mastra had more commits in the last 90 days (4,109 vs 0).
Should I use Mastra or OpenAGI?
Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.