STACKQUADRANT

topoteretes/cognee

Vector Databases

Knowledge Engine for AI Agent Memory in 6 lines of code

8.1
GitHub Metrics
Stars
24.9k
Forks
2.3k
Open Issues
372
Watchers
74
Contributors
191
Weekly Commits
0
Language
Python
License
Apache-2.0
Last Commit
Jun 27, 2026
Created
Aug 16, 2023
Latest Release
v1.2.2
Release Date
Jun 26, 2026
Synced: Jun 29, 2026
Quality Scores
Documentation Qualityw: 20%
7.8

Has docs site (https://www.cognee.ai). Description: 55 chars. Stars signal: 24,860. Contributors: 191. Score: 7.8/10

Community Healthw: 20%
8.5

Stars: 24,860. Contributors: 191. Watchers: 74. Forks: 2,302. Issue ratio: 1.5%. Score: 8.5/10

Maintenance Velocityw: 15%
7.6

Last commit: 1d ago. Weekly commits: 0. Latest release: v1.2.2. Maturity bonus: 2.9y old. Score: 7.6/10

API Design & DXw: 20%
8.0

Stars/issues ratio: 67. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 24,860 stars. Score: 8/10

Production Readinessw: 15%
8.2

Battle-tested: 24,860 stars. Peer review: 191 contributors. Versioned: v1.2.2. Licensed: Apache-2.0. Age: 2.9 years. Maintenance: last commit 1d ago. Score: 8.2/10

Ecosystem Integrationw: 10%
8.7

Fork interest: 2,302. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 24,860 stars. Has web presence. Score: 8.7/10

Tags
aiai-agentsai-memorycognitive-architecturecognitive-memorycontext-engineeringcontributions-welcomegood-first-issuegood-first-prgraph-database
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration