topoteretes/cognee

Vector Databases

Knowledge Engine for AI Agent Memory in 6 lines of code

GitHub →Website →

8.4

GitHub Metrics

Stars

30.3k

Forks

3.0k

Open Issues

349

Watchers

106

Contributors

278

Weekly Commits

Language

Python

License

Apache-2.0

Last Commit

Aug 27, 2026

Created

Aug 16, 2023

Latest Release

v1.5.3

Release Date

Aug 23, 2026

Synced: Aug 28, 2026

Quality Scores

Documentation Qualityw: 20%

8.0

Has docs site (https://www.cognee.ai). Description: 55 chars. Stars signal: 30,298. Contributors: 278. Score: 8/10

Community Healthw: 20%

8.8

Stars: 30,298. Contributors: 278. Watchers: 106. Forks: 2,972. Issue ratio: 1.2%. Score: 8.8/10

Maintenance Velocityw: 15%

8.8

Last commit: 0d ago. Weekly commits: 4. Latest release: v1.5.3. Maturity bonus: 3.0y old. Score: 8.8/10

API Design & DXw: 20%

8.0

Stars/issues ratio: 87. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 30,298 stars. Score: 8/10

Production Readinessw: 15%

8.4

Battle-tested: 30,298 stars. Peer review: 278 contributors. Versioned: v1.5.3. Licensed: Apache-2.0. Age: 3.0 years. Maintenance: last commit 0d ago. Score: 8.4/10

Ecosystem Integrationw: 10%

8.7

Fork interest: 2,972. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 30,298 stars. Has web presence. Score: 8.7/10