microsoft/mcp-for-beginners vs rohitg00/ai-engineering-from-scratch

Compare microsoft/mcp-for-beginners and rohitg00/ai-engineering-from-scratch using the current verified snapshot: positioning, license, deployment, use cases, limitations, and original sources.

microsoft/mcp-for-beginners

An open-source curriculum teaching developers how to build and deploy Model Context Protocol servers and clients from scratch. It uses a 0-11 module structure with cross-language examples and hands-on labs.

License: MIT
Deployment: Refer to project documentation
Use cases: Learning & Education
Updated: 2026-07-17T13:55:19Z

Original project link

rohitg00/ai-engineering-from-scratch

A 503-lesson open-source curriculum that teaches AI engineering from foundational math to autonomous swarms, with each lesson producing a reusable artifact. The curriculum requires coding knowledge and spans Python, TypeScript, Rust, and Julia.

License: MIT
Deployment: Refer to project documentation
Use cases: Learning & Education
Updated: —

Original project link

How to choose

First eliminate options that fail required deployment, license, or use-case constraints; then inspect each detail page for limitations and direct evidence.