topoteretes/cognee

Vector Databases

Knowledge Engine for AI Agent Memory in 6 lines of code

GitHub →Website →

8.1

GitHub Metrics

Stars

15.6k

Forks

1.6k

Open Issues

Watchers

Contributors

146

Weekly Commits

Language

Python

License

Apache-2.0

Last Commit

Apr 16, 2026

Created

Aug 16, 2023

Latest Release

v1.0.1.dev1

Release Date

Apr 15, 2026

Synced: Apr 16, 2026

Quality Scores

Documentation Qualityw: 20%

7.7

Has docs site (https://www.cognee.ai). Description: 55 chars. Stars signal: 15,560. Contributors: 146. Score: 7.7/10

Community Healthw: 20%

8.3

Stars: 15,560. Contributors: 146. Watchers: 65. Forks: 1,606. Issue ratio: 0.5%. Score: 8.3/10

Maintenance Velocityw: 15%

7.6

Last commit: 0d ago. Weekly commits: 0. Latest release: v1.0.1.dev1. Maturity bonus: 2.7y old. Score: 7.6/10

API Design & DXw: 20%

8.3

Stars/issues ratio: 213. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 15,560 stars. Score: 8.3/10

Production Readinessw: 15%

8.0

Battle-tested: 15,560 stars. Peer review: 146 contributors. Versioned: v1.0.1.dev1. Licensed: Apache-2.0. Age: 2.7 years. Maintenance: last commit 0d ago. Score: 8/10

Ecosystem Integrationw: 10%

8.5

Fork interest: 1,606. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 15,560 stars. Has web presence. Score: 8.5/10