FINDING #4544 · 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)
92% 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
1.86
ACCEL
+0.01
RETENTION
8.5%
PEAK 2026-06-18 · FORK-RETENTION 0.0% · 334 STARS / WINDOW
Author Audience
AUDIENCE
53
FOLLOWERS
14
OWNER ★
390
Engagement Signals
FORKS
47
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 334 / 334 (DIVERSITY 1.00)
Why This Is A Finding
bvisible/mcp-ssh-manager собрал 334 звёзд за окно, тогда как у автора всего 14 подписчиков — эффективная аудитория ≈ 53. Это даёт surprise-индекс 0.02 (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 32% OF 6727 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6727 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 32%
VELOCITY1.863.21-1.35ABOVE 17%
RETENTION8.5%10.8%-2.3 PPABOVE 42%
FORKS4795-48ABOVE 26%
SURPRISE0.020.01+0.01ABOVE 76%