FINDING #5023 · UNIT ID 1093613264
sjkim1127/Reversecore_MCP
A security-first MCP server that empowers AI agents to perform automated reverse engineering, malware analysis, forensics, vulnerability research, and SAST — powered by Radare2, YARA, LIEF, Capstone, and more.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
64% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
3.87
ACCEL
-0.19
RETENTION
5.5%
PEAK 2026-06-26 · FORK-RETENTION 0.0% · 116 STARS / WINDOW
Author Audience
AUDIENCE
69
FOLLOWERS
50
OWNER ★
193
Engagement Signals
FORKS
18
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 116 / 116 (DIVERSITY 1.00)
Why This Is A Finding
sjkim1127/Reversecore_MCP собрал 116 звёзд за окно, тогда как у автора всего 50 подписчиков — эффективная аудитория ≈ 69. Это даёт surprise-индекс 0.0354 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 20% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 20%
VELOCITY3.874.23-0.37ABOVE 46%
RETENTION5.5%29.4%-23.9 PPABOVE 7%
FORKS1892-74ABOVE 14%
SURPRISE0.040.01+0.02ABOVE 80%