FINDING #4404 · UNIT ID 1036544455
bvisible/mcp-ssh-manager
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
58% 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
2.32
ACCEL
+0.02
RETENTION
8.6%
PEAK 2026-06-18 · FORK-RETENTION 0.0% · 209 STARS / WINDOW
Author Audience
AUDIENCE
53
FOLLOWERS
14
OWNER ★
387
Engagement Signals
FORKS
45
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 209 / 209 (DIVERSITY 1.00)
Why This Is A Finding
bvisible/mcp-ssh-manager собрал 209 звёзд за окно, тогда как у автора всего 14 подписчиков — эффективная аудитория ≈ 53. Это даёт surprise-индекс 0.0251 (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 31% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 31%
VELOCITY2.323.99-1.67ABOVE 25%
RETENTION8.6%17.1%-8.6 PPABOVE 25%
FORKS4590-44ABOVE 29%
SURPRISE0.030.01+0.01ABOVE 72%