FINDING #3698 · UNIT ID 965394516
stickerdaniel/linkedin-mcp-server
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
75% 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
11.56
ACCEL
+0.07
RETENTION
9.3%
PEAK 2026-04-12 · FORK-RETENTION 0.0% · 2,081 STARS / WINDOW
Author Audience
AUDIENCE
416
FOLLOWERS
123
OWNER ★
2,934
Engagement Signals
FORKS
483
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,081 / 2,081 (DIVERSITY 1.00)
Why This Is A Finding
stickerdaniel/linkedin-mcp-server собрал 2,081 звёзд за окно, тогда как у автора всего 123 подписчиков — эффективная аудитория ≈ 416. Это даёт surprise-индекс 0.0253 (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 38% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 38%
VELOCITY11.563.29+8.27ABOVE 85%
RETENTION9.3%11.3%-2.1 PPABOVE 43%
FORKS48399+384ABOVE 87%
SURPRISE0.030.01+0.01ABOVE 86%