raga-ai-hub/RagaAI-Catalyst

AI DevOps

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

GitHub →Website →

7.1

GitHub Metrics

Stars

16.1k

Forks

3.6k

Open Issues

Watchers

Contributors

Weekly Commits

Language

Python

License

Apache-2.0

Last Commit

Feb 11, 2026

Created

Aug 26, 2024

Latest Release

v2.2.4

Release Date

Jun 23, 2025

Synced: Jun 29, 2026

Quality Scores

Documentation Qualityw: 20%

7.9

Has docs site (https://catalyst.raga.ai/). Description: 245 chars. Stars signal: 16,149. Contributors: 28. Score: 7.9/10

Community Healthw: 20%

7.4

Stars: 16,149. Contributors: 28. Watchers: 37. Forks: 3,587. Issue ratio: 0.2%. Score: 7.4/10

Maintenance Velocityw: 15%

3.6

Last commit: 137d ago. Weekly commits: 0. Latest release: v2.2.4. Maturity bonus: 1.8y old. Score: 3.6/10

API Design & DXw: 20%

8.3

Stars/issues ratio: 475. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 16,149 stars. Score: 8.3/10

Production Readinessw: 15%

6.3

Battle-tested: 16,149 stars. Peer review: 28 contributors. Versioned: v2.2.4. Licensed: Apache-2.0. Age: 1.8 years. Maintenance: last commit 137d ago. Score: 6.3/10

Ecosystem Integrationw: 10%

8.8

Fork interest: 3,587. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 16,149 stars. Has web presence. Score: 8.8/10