jacob-bd/gemini-notebook-mcp-cli — GitHub trend

FINDING #201 · UNIT ID 1121438740

jacob-bd/gemini-notebook-mcp-cli

Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00252

ENGAGEMENT1.42

FRESHNESS1.47

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

9% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.91

ACCEL

-0.06

RETENTION

9.6%

PEAK 2026-03-07 · FORK-RETENTION 81.8% · 523 STARS / WINDOW

Author Audience

AUDIENCE

1,115

FOLLOWERS

365

OWNER ★

7,496

Engagement Signals

FORKS

921

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 521 / 523 (DIVERSITY 1.00)

Why This Is A Finding

jacob-bd/gemini-notebook-mcp-cli собрал 523 звёзд за окно, тогда как у автора всего 365 подписчиков — эффективная аудитория ≈ 1,115. Это даёт surprise-индекс 0.00252 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 81.8% и 40 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 88% OF 1696 FINDINGS

#04cft0808/edict[ PYTHON ]0.0178 #12jundot/omlx[ PYTHON ]0.0124 #19TomBadash/Mouser[ PYTHON ]0.0107 #26dou-jiang/codex-console[ PYTHON ]0.00975 #30wanshuiyin/Auto-claude-code-research-in-sleep[ PYTHON ]0.00959

METRICS IN CONTEXT

MEDIAN ACROSS ALL 1696 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 88%

VELOCITY2.912.82+0.08ABOVE 52%

RETENTION9.6%4.8%+4.8 PPABOVE 76%

FORKS9211,584-662ABOVE 37%

SURPRISE0.000.00+0.00ABOVE 80%