LLM Agents vs Mastra

Side-by-side comparison of two AI agent tools

Short answer

  • LLM Agents has had no commit in 15 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 +2 for LLM Agents.
  • Pick LLM Agents for: build agents which are controlled by LLMs. Pick Mastra for: from the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents.

From GitHub data refreshed daily.

LLM Agentsopen-source

Build agents which are controlled by LLMs

Mastrafree

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

Metrics

LLM AgentsMastra
Stars1.1k28.5k
Star velocity /mo2.0526315789473686968.3684210526316
Commits (90d)04.1k
Releases (6m)010
Downloads (30d, npm + PyPI)143.1M
Overall score0.16655930335848820.8983723604743185

Pros

  • +Educational transparency with minimal abstraction layers for understanding agent mechanics
  • +Easy customization and extension with simple tool integration API
  • +Lightweight codebase that's easy to modify and debug
  • +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

  • -Limited built-in tools compared to comprehensive frameworks like LangChain
  • -Requires manual setup of API keys for OpenAI and optional SERPAPI services
  • -Lacks advanced features like memory management, conversation history, or production optimizations
  • -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

  • •Learning how LLM agents work by studying and modifying a simple implementation
  • •Rapid prototyping of custom agent workflows with specific tool combinations
  • •Building educational demos or simple automation tasks where transparency matters more than features
  • •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, LLM Agents or Mastra?
Mastra has more GitHub stars (28,525 vs 1,055).
Which is more actively developed, LLM Agents or Mastra?
Mastra had more commits in the last 90 days (4,109 vs 0).
Should I use LLM Agents or Mastra?
Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.