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Graphify-Labs/graphify

Breakoutrank #6

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

121.8k+16k · 7d 11.7k 275est. Apache-2.0Pythonpushed 1d ago
Compare View on GitHub

Composite

77

conf 65%

Momentum

82

conf 60%

Vitality (PVI)

65

conf 67%

Community

74

conf 60%

Security & maint.

95

conf 85%

Ecosystem influence

75

conf 60%

Opportunity

66

conf 60%

Breakout · 7d

81%

conf 71%

Executive summary

graphify is currently classified as breakout with a composite score of 77/100. Momentum (82) and vitality (65) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 15,952 stars against a 121.8k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 81%.

Analyst note

AI-drafted · numbers from tracked data

The relationship between momentum and vitality suggests that a project with high vitality (65/100) is more likely to experience significant growth, while a project with low vitality (40/100) may struggle to gain traction. With 82% of the momentum being attributed to Project Vitality, it's possible that adopting Graphify-Labs/graphify now could be beneficial for someone looking to capitalize on its breakout potential. However, this relationship is only as strong as the underlying factors driving the project's vitality.

Video breakdown

@gptaiclips on YouTube
Connect Claude Desktop to Graphify: Live Notion Knowledge Graphs in Minutes (MCP Tutorial)Connect Claude Desktop to Graphify: Live Notion Knowledge Graphs in Minutes (MCP Tutorial)4mo agoMonetizing Tech Debt: $87K From Legacy Code (Graphify + Claude + Obsidian)Monetizing Tech Debt: $87K From Legacy Code (Graphify + Claude + Obsidian)4mo agoLearn ANYTHING 10x Faster (Perplexity + Graphify + Obsidian Stack) #shortsLearn ANYTHING 10x Faster (Perplexity + Graphify + Obsidian Stack) #shorts5mo ago

90-day trajectory

+61.2k · 30d
2026-06-302026-09-27

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%100
Star accelerationest.15%56
Fork velocityest.10%100
Contributor growthest.10%87
Issue activity growthest.10%97
PR activity growthest.10%42
External mention velocityest.10%100
Release event impactest.5%64
Trending-rank persistenceest.5%60

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%96
Release cadenceest.15%78
PR responsivenessest.15%47
Issue responsivenessest.15%35
Contributor diversityest.10%90
Maintainer continuityest.10%49
Documentation qualityest.5%56
Dependency freshnessest.5%50
Security hygieneest.5%41

Model tn-interpretable-1.0.0 · confidence 67% · coverage 100%

Security & maintenance

Release recency25%97
License clarity20%92
Maintenance status25%96
Dependency stalenessest.15%86
Bus factorest.15%100

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%98
Quality-weighted dependentsest.20%72
Documentation citationsest.15%77
Contributor overlapest.15%35
Registry adoptionest.10%50
Topic centralityest.10%100

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption