LangChain Go vs Mastra
Side-by-side comparison of two AI agent tools
Short answer
- LangChain Go has had no commit in 8 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 +117 for LangChain Go.
- Pick LangChain Go for: langChain for Go, the easiest way to write LLM-based programs in Go. Pick Mastra for: from the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents.
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LangChain Goopen-source
LangChain for Go, the easiest way to write LLM-based programs in Go
Mastrafree
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
Metrics
| LangChain Go | Mastra | |
|---|---|---|
| Stars | 9.7k | 28.5k |
| Star velocity /mo | 117.47368421052632 | 968.3684210526316 |
| Commits (90d) | 0 | 4.1k |
| Releases (6m) | 0 | 10 |
| Downloads (30d, npm + PyPI) | — | 3.1M |
| Overall score | 0.270054485196703 | 0.8983723604743185 |
Pros
- +Native Go implementation with idiomatic patterns and no Python dependencies
- +Multi-provider support with consistent API across OpenAI, Gemini, Ollama and other LLM services
- +Strong community and documentation including Discord support, comprehensive docs site, and API reference
- +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
- -Smaller ecosystem compared to the Python LangChain with fewer community plugins and extensions
- -Go-specific limitation reduces cross-team collaboration in polyglot environments
- -Less mature feature set compared to the original Python implementation
- -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
- •Go-based web services and APIs that need to integrate ChatGPT-like completion functionality
- •Enterprise Go applications requiring LLM capabilities while maintaining existing Go infrastructure
- •Building chatbots and conversational interfaces within Go microservices architectures
- •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, LangChain Go or Mastra?
- Mastra has more GitHub stars (28,525 vs 9,709).
- Which is more actively developed, LangChain Go or Mastra?
- Mastra had more commits in the last 90 days (4,109 vs 0).
- Should I use LangChain Go or Mastra?
- Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.