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thedotmack/claude-mem

Breakoutrank #1

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

94.8k+3.5k · 7d 8.4k 318est. Apache-2.0TypeScriptpushed 1d ago
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Composite

79

conf 65%

Momentum

78

conf 60%

Vitality (PVI)

80

conf 67%

Community

69

conf 60%

Security & maint.

93

conf 85%

Ecosystem influence

74

conf 60%

Opportunity

66

conf 60%

Breakout · 7d

80%

conf 71%

Executive summary

claude-mem is currently classified as breakout with a composite score of 79/100. Momentum (78) and vitality (80) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 3,534 stars against a 94.8k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 80%.

Analyst note

AI-drafted · numbers from tracked data

The momentum-vs-vitality relationship suggests that a project with high vitality (80/100) and moderate momentum (78/100) may be more appealing to adopt than build upon, as it has a strong foundation and is already gaining traction. However, if the vitalty drops significantly while the momentum remains stable or increases, it may be more beneficial for someone to start from scratch and build on the project's existing momentum rather than trying to replicate its vitality.

Video breakdown

@gptaiclips on YouTube
3 GitHub Repos Every AI Developer Needs Right Now #Shorts3 GitHub Repos Every AI Developer Needs Right Now #Shorts5mo ago

90-day trajectory

+13.5k · 30d
2026-07-012026-09-28

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%91
Contributor growthest.10%91
Issue activity growthest.10%93
PR activity growthest.10%75
External mention velocityest.10%35
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%96
Release cadenceest.15%79
PR responsivenessest.15%95
Issue responsivenessest.15%48
Contributor diversityest.10%93
Maintainer continuityest.10%85
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%97
License clarity20%92
Maintenance status25%96
Dependency stalenessest.15%85
Bus factorest.15%87

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

Ecosystem influence

Dependent repositoriesest.30%95
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