FINDING #5853 · UNIT ID 960665821
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.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
0% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
9.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-07-14 · FORK-RETENTION 0.0% · 9 STARS / WINDOW
Author Audience
AUDIENCE
3,714,906
FOLLOWERS
125,178
OWNER ★
2,681,527
Engagement Signals
FORKS
5,467
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 9 / 9 (DIVERSITY 1.00)
Why This Is A Finding
microsoft/mcp-for-beginners собрал 9 звёзд за окно, тогда как у автора всего 125,178 подписчиков — эффективная аудитория ≈ 3,714,906. Это даёт surprise-индекс 0.00000242 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 3% OF 6024 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 3%
VELOCITY9.009.000.00ABOVE 47%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS5,467495+4,972ABOVE 91%
SURPRISE0.000.00-0.00ABOVE 0%