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topoteretes/cognee

Establishedrank #103

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free

32.9k+175 · 7d 3.4k 217est. Apache-2.0Pythonpushed 43m ago

Composite

71

conf 65%

Momentum

57

conf 60%

Vitality (PVI)

72

conf 67%

Community

62

conf 60%

Security & maint.

96

conf 85%

Ecosystem influence

82

conf 60%

Opportunity

63

conf 60%

Breakout · 7d

45%

conf 71%

Executive summary

cognee is currently classified as established with a composite score of 71/100. Momentum (57) and vitality (72) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 175 stars against a 32.9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 45%.

Video breakdown

@gptaiclips on YouTube

90-day trajectory

+760 · 30d
2026-08-012026-10-29

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%62
Star accelerationest.15%49
Fork velocityest.10%56
Contributor growthest.10%81
Issue activity growthest.10%76
PR activity growthest.10%70
External mention velocityest.10%5
Release event impactest.5%73
Trending-rank persistenceest.5%32

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%76
PR responsivenessest.15%78
Issue responsivenessest.15%39
Contributor diversityest.10%87
Maintainer continuityest.10%66
Documentation qualityest.5%68
Dependency freshnessest.5%55
Security hygieneest.5%40

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%81
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%87
Quality-weighted dependentsest.20%81
Documentation citationsest.15%82
Contributor overlapest.15%67
Registry adoptionest.10%71
Topic centralityest.10%100

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