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.
microsoft/mcp-for-beginners is accelerating — star growth is speeding up by +0.1/day (62nd percentile in the tracked cohort), on top of +6.9 stars/day. Forks are climbing too, at +2.6/day.
Moderate breakout odds over the next 14 days, led by star acceleration (62th pctl) and push recency (89th pctl). Confidence is high given the available history.
Reconstructed from 245 snapshots — the time-series GitHub’s API doesn’t expose.
~10 forks/day, 5.0× the trailing baseline.
~18 forks/day, 18.3× the trailing baseline.
~13 forks/day, 13.9× the trailing baseline.
Live score, refreshed every 6 hours. Links back to this page.
[](https://breakwave.vercel.app/repo/microsoft/mcp-for-beginners)Transparent heuristic · logged for model training
Percentile rank within the tracked cohort. The score self-calibrates — it answers “accelerating vs. everything else,” not raw size.
~14 forks/day, 6.0× the trailing baseline.
~11 forks/day, 10.9× the trailing baseline.
~12 forks/day, 3.8× the trailing baseline.
~20 forks/day, 11.6× the trailing baseline.
~10 forks/day, 4.3× the trailing baseline.
~26 forks/day, 9.9× the trailing baseline.