Jupyter Notebook · MIT
microsoft/mcp-for-beginners
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
★ 17.6k
Stars
5.7k forks · 25 open issues
+9.7/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
52.8
Momentum / 100
see the breakdown below
19mo ago
Created
last push 6d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 19.7 | +9.7/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 6.1 | last week ran 1.40× the monthly pace |
| Freshness | 15 | 14.7 | last push 6d ago; decays to zero at 180 days |
| Scale | 15 | 12.3 | 17.6k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 52.8 | sum of the above |
Detail
| Topics | csharpjavajavascriptjavascript-applicationsmcpmcp-clientmcp-securitymcp-servermodelmodel-context-protocolmodelcontextprotocolpythonrusttypescript |
| Matched on | Agent Skills & MCP (mcp, model-context-protocol) |
| Short window | +68 stars over 7 days = 9.7/day |
| Long window | +180 stars over 26 days = 6.9/day |
| Lifetime average | 30.38 stars/day over 580 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |