topoteretes/cognee

Vector Databases

Knowledge Engine for AI Agent Memory in 6 lines of code

GitHub →Website →

8.2

GitHub Metrics

Stars

32.1k

Forks

3.3k

Open Issues

673

Watchers

115

Contributors

324

Weekly Commits

Language

Python

License

Apache-2.0

Last Commit

Oct 13, 2026

Created

Aug 16, 2023

Latest Release

v1.6.3

Release Date

Oct 7, 2026

Synced: Oct 13, 2026

Quality Scores

Documentation Qualityw: 20%

8.1

Has docs site (https://www.cognee.ai). Description: 55 chars. Stars signal: 32,119. Contributors: 324. Score: 8.1/10

Community Healthw: 20%

8.9

Stars: 32,119. Contributors: 324. Watchers: 115. Forks: 3,337. Issue ratio: 2.1%. Score: 8.9/10

Maintenance Velocityw: 15%

7.7

Last commit: 0d ago. Weekly commits: 0. Latest release: v1.6.3. Maturity bonus: 3.2y old. Score: 7.7/10

API Design & DXw: 20%

7.7

Stars/issues ratio: 48. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 32,119 stars. Score: 7.7/10

Production Readinessw: 15%

8.4

Battle-tested: 32,119 stars. Peer review: 324 contributors. Versioned: v1.6.3. Licensed: Apache-2.0. Age: 3.2 years. Maintenance: last commit 0d ago. Score: 8.4/10

Ecosystem Integrationw: 10%

8.8

Fork interest: 3,337. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 32,119 stars. Has web presence. Score: 8.8/10