jgravelle/jcodemunch-mcp — GitHub trend

FINDING #3280 · UNIT ID 1153178500

jgravelle/jcodemunch-mcp

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0069

ENGAGEMENT0.43

FRESHNESS1.60

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

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

8% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

6.87

ACCEL

-0.42

RETENTION

15.2%

PEAK 2026-07-31 · FORK-RETENTION 96.6% · 206 STARS / WINDOW

Author Audience

AUDIENCE

955

FOLLOWERS

371

OWNER ★

5,842

Engagement Signals

FORKS

359

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 206 / 206 (DIVERSITY 1.00)

Why This Is A Finding

jgravelle/jcodemunch-mcp собрал 206 звёзд за окно, тогда как у автора всего 371 подписчиков — эффективная аудитория ≈ 955. Это даёт surprise-индекс 0.0069 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 96.6% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 66% OF 9595 FINDINGS

#02guillaumemeyer/watermarks-remover[ PYTHON ]0.43 #09awesome-dsh-plugin/awesome-dsh-plugin[ PYTHON ]0.38 #10wang2122/sprix-sage-router[ PYTHON ]0.37 #16virgiliojr94/book-to-skill[ PYTHON ]0.31 #19ayghri/i-have-adhd[ PYTHON ]0.28

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9595 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.00ABOVE 66%

VELOCITY6.873.67+3.20ABOVE 70%

RETENTION15.2%24.6%-9.4 PPABOVE 32%

FORKS359115+244ABOVE 77%

SURPRISE0.010.01-0.00ABOVE 46%