Mastra vs Agno

Side-by-side comparison of two AI agent tools

Short answer

  • Mastra is growing faster: +969 GitHub stars in the last 30 days vs +558 for Agno.
  • Pick Mastra for: from the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents. Pick Agno for: build, run, manage agentic software at scale.

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.

Agnoopen-source

Build, run, manage agentic software at scale.

Metrics

MastraAgno
Stars28.5k42.5k
Star velocity /mo969.2063492063492558.2539682539682
Commits (90d)4.0k349
Releases (6m)1010
Overall score0.90356639738076720.814447863455959

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
  • +Production-ready runtime with built-in scalability, session isolation, and native tracing capabilities
  • +Comprehensive monitoring and management through AgentOS UI for testing, debugging, and production oversight
  • +Simple development experience - build sophisticated agents with memory and tools in approximately 20 lines of Python code

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
  • -Python-focused platform with limited examples for other programming languages
  • -Requires multiple dependencies and proper configuration of API keys and database connections
  • -May have a learning curve for implementing complex multi-agent workflows and team coordination

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 production AI agents with persistent state, memory, and custom tool integrations for customer service or automation
  • •Creating multi-agent teams and workflows for complex business processes that require coordination between specialized agents
  • •Enterprise deployment of AI agents with comprehensive monitoring, user session management, and production-grade reliability requirements

FAQ

Which is more popular, Mastra or Agno?
Agno has more GitHub stars (42,494 vs 28,498).
Which is more actively developed, Mastra or Agno?
Mastra had more commits in the last 90 days (4,044 vs 349).
Should I use Mastra or Agno?
Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.
Mastra vs Agno (2026): GitHub Stats, Features & Which to Choose