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thedotmack/claude-mem

Breakoutrank #2

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

90.4k+3.8k · 7d 7.9k 306est. Apache-2.0JavaScriptpushed 8h ago
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Composite

79

conf 65%

Momentum

80

conf 60%

Vitality (PVI)

79

conf 67%

Community

69

conf 60%

Security & maint.

94

conf 85%

Ecosystem influence

74

conf 60%

Opportunity

66

conf 60%

Breakout · 7d

81%

conf 71%

Executive summary

claude-mem is currently classified as breakout with a composite score of 79/100. Momentum (80) and vitality (79) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 3,836 stars against a 90.4k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 81%.

90-day trajectory

+14.6k · 30d
2026-05-142026-08-11

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%99
Star accelerationest.15%56
Fork velocityest.10%92
Contributor growthest.10%90
Issue activity growthest.10%97
PR activity growthest.10%75
External mention velocityest.10%40
Release event impactest.5%86
Trending-rank persistenceest.5%51

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

Project Vitality Index

Commit consistency20%99
Release cadenceest.15%79
PR responsivenessest.15%95
Issue responsivenessest.15%46
Contributor diversityest.10%92
Maintainer continuityest.10%67
Documentation qualityest.5%79
Dependency freshnessest.5%53
Security hygieneest.5%70

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

Security & maintenance

Release recency25%99
License clarity20%92
Maintenance status25%99
Dependency stalenessest.15%85
Bus factorest.15%87

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

Ecosystem influence

Dependent repositoriesest.30%94
Quality-weighted dependentsest.20%69
Documentation citationsest.15%49
Contributor overlapest.15%58
Registry adoptionest.10%54
Topic centralityest.10%100

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