MCP for Beginners: Multi-language Practical Guide
MCP curriculum: multi-language hands-on guide for modular, secure model workflows.
GitHub microsoft/mcp-for-beginners Updated 2025-09-05 Branch main Stars 14.9K Forks 4.9K
Jupyter Notebook Multi-language Curriculum Model Context Protocol AI Workflow Examples

✨ Highlights

  • Hands-on cross-language examples covering major languages
  • Comprehensive teaching materials with Jupyter example notebooks
  • No formal releases and limited recent commits/contributors
  • Long-term maintenance relies on a small core team; external contribution may be limited

🔧 Engineering

  • Developer-focused instruction on MCP modularity and security practices
  • Multi-language examples (C#, Java, Python, TypeScript, Rust)
  • MIT-licensed with automated multi-language translation of documentation

⚠️ Risks

  • Only 10 contributors; community maintenance and responsiveness may be limited
  • No official releases; production use requires independent stability validation
  • Large proportion of content is Jupyter Notebook-based; integration and automation require additional engineering

👥 For who?

  • Practical onboarding material for AI developers, system architects, and engineering teams
  • Suitable for teaching, internal training, and rapid prototyping scenarios