topoteretes/cognee

Vector Databases

Knowledge Engine for AI Agent Memory in 6 lines of code

GitHub →Website →

8.1

GitHub Metrics

Stars

24.9k

Forks

2.3k

Open Issues

372

Watchers

Contributors

191

Weekly Commits

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