FINDING #5646 · UNIT ID 1070964824
intuit/quickbooks-online-mcp-server
The QuickBooks MCP Server lets AI assistants access QuickBooks data via a standard interface. It uses the Model Context Protocol to expose QBO features as callable tools, enabling developers to build AI apps that fetch real-time QBO data through MCP.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
86% 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
Growth Telemetry
VELOCITY /D
1.51
ACCEL
+0.00
RETENTION
26.5%
PEAK 2026-05-15 · FORK-RETENTION 0.0% · 272 STARS / WINDOW
Author Audience
AUDIENCE
4,845
FOLLOWERS
558
OWNER ★
18,647
Engagement Signals
FORKS
174
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 272 / 272 (DIVERSITY 1.00)
Why This Is A Finding
intuit/quickbooks-online-mcp-server собрал 272 звёзд за окно, тогда как у автора всего 558 подписчиков — эффективная аудитория ≈ 4,845. Это даёт surprise-индекс 0.000309 (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 5% 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 5%
VELOCITY1.513.29-1.78ABOVE 0%
RETENTION26.5%11.3%+15.2 PPABOVE 82%
FORKS17499+75ABOVE 66%
SURPRISE0.000.01-0.01ABOVE 9%