Python · Apache-2.0
guardana/guardana
Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.
★ 255
Stars
17 forks · 30 open issues
−2.7/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
21.8
Momentum / 100
see the breakdown below
3mo ago
Created
last push 5d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | −2.7/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 14.8 | last push 5d ago; decays to zero at 180 days |
| Scale | 15 | 7.0 | 255 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 21.8 | sum of the above |
Detail
| Topics | agent-securityai-agentsai-red-teamingai-safetyai-securitydevsecopsllm-securitymcpml-securitymlsecopsmodel-context-protocolmodel-securityopentelemetryowasp-llmprompt-injectionpythonred-teamingsarifsecurity-toolssupply-chain-security |
| Matched on | Security (security-tools) |
| Short window | +-19 stars over 7 days = -2.7/day |
| Long window | +-4 stars over 26 days = -0.2/day |
| Lifetime average | 2.32 stars/day over 110 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |