FINDING #7199 · UNIT ID 1388409097
graygnatconsole/mcp-audit-tool
🛡️ Security audit CLI for Model Context Protocol (MCP) servers — scan AI agent configs for tool poisoning, rug pulls, hardcoded secrets, command injection & supply-chain risks. Pure Python, SARIF + CI ready.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
53% 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
15.00
ACCEL
-1.71
RETENTION
56.3%
PEAK 2026-10-04 · FORK-RETENTION 0.0% · 105 STARS / WINDOW
Author Audience
AUDIENCE
24
FOLLOWERS
4
OWNER ★
198
Engagement Signals
FORKS
5
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 105 / 105 (DIVERSITY 1.00)
Why This Is A Finding
graygnatconsole/mcp-audit-tool собрал 105 звёзд за окно, тогда как у автора всего 4 подписчиков — эффективная аудитория ≈ 24. Это даёт surprise-индекс 0.24 (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 26% OF 9757 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9757 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 26%
VELOCITY15.003.57+11.43ABOVE 85%
RETENTION56.3%40.0%+16.3 PPABOVE 77%
FORKS5112-107ABOVE 4%
SURPRISE0.240.01+0.23ABOVE 99%