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The-Vibe-Company/quivr

Establishedrank #103

An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for formats, models and business rules.

39.6k+799 · 7d 3.7k 183est. MITGopushed 5m ago
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Composite

72

conf 65%

Momentum

66

conf 60%

Vitality (PVI)

75

conf 67%

Community

57

conf 60%

Security & maint.

92

conf 85%

Ecosystem influence

72

conf 60%

Opportunity

62

conf 60%

Breakout · 7d

58%

conf 71%

Executive summary

quivr is currently classified as established with a composite score of 72/100. Momentum (66) and vitality (75) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 799 stars against a 39.6k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 58%.

90-day trajectory

+3.2k · 30d
2026-07-092026-10-06

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%81
Star accelerationest.15%54
Fork velocityest.10%73
Contributor growthest.10%86
Issue activity growthest.10%44
PR activity growthest.10%79
External mention velocityest.10%19
Release event impactest.5%77
Trending-rank persistenceest.5%68

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%70
PR responsivenessest.15%50
Issue responsivenessest.15%71
Contributor diversityest.10%84
Maintainer continuityest.10%71
Documentation qualityest.5%74
Dependency freshnessest.5%59
Security hygieneest.5%80

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%67
Bus factorest.15%88

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

Ecosystem influence

Dependent repositoriesest.30%87
Quality-weighted dependentsest.20%76
Documentation citationsest.15%73
Contributor overlapest.15%45
Registry adoptionest.10%33
Topic centralityest.10%100

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