Comparison
garak vs awesome-ai-agents-security
Verdict
Pick garak if lLM Vulnerability Scanner; pick awesome-ai-agents-security if awesome-ai-agents-security is a curated list of open-source tools for securing autonomous AI agents, covering the security lifecycle from red teaming to runtime protection.
Markdown twin · garak alternatives · awesome-ai-agents-security alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | garak | awesome-ai-agents-security |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Steady (58d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- garak
- LLM vulnerability scanner
- awesome-ai-agents-security
- A curated list of open-source tools and resources for securing autonomous AI agents.
Stars
- garak
- 8.7k
- awesome-ai-agents-security
- 59
Forks
- garak
- 1.1k
- awesome-ai-agents-security
- 74
Open issues
- garak
- 374
- awesome-ai-agents-security
- 61
Language
- garak
- Python
- awesome-ai-agents-security
- -
Adopt for
- garak
- LLM Vulnerability Scanner
- awesome-ai-agents-security
- awesome-ai-agents-security is a curated list of open-source tools for securing autonomous AI agents, covering the security lifecycle from red teaming to runtime protection.
Persona
- garak
- -
- awesome-ai-agents-security
- -
Runtime
- garak
- -
- awesome-ai-agents-security
- -
License
- garak
- Apache-2.0
- awesome-ai-agents-security
- Other
Last pushed
- garak
- Aug 4, 2026
- awesome-ai-agents-security
- Jun 12, 2026
Categories
- garak
- Evaluation & Observability
- awesome-ai-agents-security
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- garak
- Very active (96%)
- awesome-ai-agents-security
- Steady (60%)
Days since push
- garak
- 0d
- awesome-ai-agents-security
- 58d
Open issues (now)
- garak
- 374
- awesome-ai-agents-security
- 61
OSV dependency advisories
- garak
- Published findings
- awesome-ai-agents-security
- No lockfile (source not queried)
Full report
- garak
- Trust report
- awesome-ai-agents-security
- Trust report
Choose garak if…
- License: garak is Apache-2.0, awesome-ai-agents-security is Other.
- Tags unique to garak: ai, llm-evaluation, security-scanners, vulnerability-assessment.
- When needing to assess the security and reliability of language models specifically using a tool developed by NVIDIA.
When NOT to use garak
- When the targeted model is not supported by 'garak', such as some specialized API-based generators that need specific configurations beyond setting environment variables.
- If real-time updates are necessary, as the PyPI version of garak might lag behind the development version available on GitHub.
Choose awesome-ai-agents-security if…
- License: awesome-ai-agents-security is Other, garak is Apache-2.0.
- Tags unique to awesome-ai-agents-security: ai-agents, ai-security, autonomous-agents, awesome-list.
- Also covers AI Agents.
- When needing a comprehensive overview of open-source tools for securing autonomous AI agents across different phases such as red teaming and runtime protection
When NOT to use awesome-ai-agents-security
- When you require real-time threat intelligence feeds, which are not provided by this repository's static resource lists
- For organizations focusing on proprietary tools and resources that prefer not to use open-source solutions for their AI agents' security lifecycle management
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (NVIDIA/garak) · observed Aug 5, 2026
- GitHub forks (NVIDIA/garak) · observed Aug 5, 2026
- Last push (NVIDIA/garak) · observed Aug 4, 2026
- License file (Apache-2.0) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ProjectRecon/awesome-ai-agents-security) · observed Aug 9, 2026
- GitHub forks (ProjectRecon/awesome-ai-agents-security) · observed Aug 9, 2026
- Last push (ProjectRecon/awesome-ai-agents-security) · observed Jun 12, 2026
- License file (Other) · observed Aug 9, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: garak 8.7k · awesome-ai-agents-security 59 (synced Aug 5, 2026).
Common questions
- What is the difference between garak and awesome-ai-agents-security?
- garak: LLM vulnerability scanner. awesome-ai-agents-security: A curated list of open-source tools and resources for securing autonomous AI agents.. See the comparison table for live GitHub stats and shared categories.
- When should I choose garak over awesome-ai-agents-security?
- Choose garak over awesome-ai-agents-security when License: garak is Apache-2.0, awesome-ai-agents-security is Other; Tags unique to garak: ai, llm-evaluation, security-scanners, vulnerability-assessment; When needing to assess the security and reliability of language models specifically using a tool developed by NVIDIA.
- When should I choose awesome-ai-agents-security over garak?
- Choose awesome-ai-agents-security over garak when License: awesome-ai-agents-security is Other, garak is Apache-2.0; Tags unique to awesome-ai-agents-security: ai-agents, ai-security, autonomous-agents, awesome-list; Also covers AI Agents; When needing a comprehensive overview of open-source tools for securing autonomous AI agents across different phases such as red teaming and runtime protection.
- When should I avoid garak?
- When the targeted model is not supported by 'garak', such as some specialized API-based generators that need specific configurations beyond setting environment variables. If real-time updates are necessary, as the PyPI version of garak might lag behind the development version available on GitHub.
- When should I avoid awesome-ai-agents-security?
- When you require real-time threat intelligence feeds, which are not provided by this repository's static resource lists For organizations focusing on proprietary tools and resources that prefer not to use open-source solutions for their AI agents' security lifecycle management
- Is garak or awesome-ai-agents-security more popular on GitHub?
- garak has more GitHub stars (8,696 vs 59). Stars measure visibility, not whether either tool fits your constraints.
- Are garak and awesome-ai-agents-security open source?
- Yes - both are open-source projects on GitHub (garak: Apache-2.0, awesome-ai-agents-security: Other).
- Where can I find alternatives to garak or awesome-ai-agents-security?
- GraphCanon lists graph-backed alternatives at garak alternatives and awesome-ai-agents-security alternatives (garak markdown twin, awesome-ai-agents-security markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, garak or awesome-ai-agents-security?
- garak: Very active. awesome-ai-agents-security: Steady. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for garak and awesome-ai-agents-security?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: garak trust report; awesome-ai-agents-security trust report.