topoteretes/cognee

Vector Databases

Knowledge Engine for AI Agent Memory in 6 lines of code

GitHub →Website →

8.4

GitHub Metrics

Stars

28.2k

Forks

2.7k

Open Issues

611

Watchers

Contributors

208

Weekly Commits

Language

Python

License

Apache-2.0

Last Commit

Jul 18, 2026

Created

Aug 16, 2023

Latest Release

v1.4.0

Release Date

Jul 17, 2026

Synced: Jul 19, 2026

Quality Scores

Documentation Qualityw: 20%

7.9

Has docs site (https://www.cognee.ai). Description: 55 chars. Stars signal: 28,173. Contributors: 208. Score: 7.9/10

Community Healthw: 20%

8.6

Stars: 28,173. Contributors: 208. Watchers: 90. Forks: 2,690. Issue ratio: 2.2%. Score: 8.6/10

Maintenance Velocityw: 15%

9.8

Last commit: 0d ago. Weekly commits: 20. Latest release: v1.4.0. Maturity bonus: 2.9y old. Score: 9.8/10

API Design & DXw: 20%

7.7

Stars/issues ratio: 46. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 28,173 stars. Score: 7.7/10

Production Readinessw: 15%

8.3

Battle-tested: 28,173 stars. Peer review: 208 contributors. Versioned: v1.4.0. Licensed: Apache-2.0. Age: 2.9 years. Maintenance: last commit 0d ago. Score: 8.3/10

Ecosystem Integrationw: 10%

8.7

Fork interest: 2,690. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 28,173 stars. Has web presence. Score: 8.7/10