--- title: "PurpleLlama vs awesome-ai-agents-security" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/meta-llama-purplellama-vs-projectrecon-awesome-ai-agents-security" tools: ["meta-llama-purplellama", "projectrecon-awesome-ai-agents-security"] --- # PurpleLlama vs awesome-ai-agents-security *GraphCanon updated Aug 9, 2026* ## Verdict Pick PurpleLlama if purpleLlama provides tools to enhance the security and trust of large language models using MIT licenses for benchmarks and community-specific licenses for safeguard components; 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. [PurpleLlama](https://github.com/meta-llama/PurpleLlama) reports 4.3k GitHub stars, 766 forks, and 80 open issues, last pushed Jul 27, 2026. [awesome-ai-agents-security](https://github.com/ProjectRecon/awesome-ai-agents-security) has 59 stars, 74 forks, and 61 open issues, last pushed Jun 12, 2026. Figures are from public GitHub metadata via [PurpleLlama's repository](https://github.com/meta-llama/PurpleLlama) and [awesome-ai-agents-security's repository](https://github.com/ProjectRecon/awesome-ai-agents-security). | | [PurpleLlama](/tools/meta-llama-purplellama.md) | [awesome-ai-agents-security](/tools/projectrecon-awesome-ai-agents-security.md) | | --- | --- | --- | | Tagline | Set of tools to assess and improve LLM security | A curated list of open-source tools and resources for securing autonomous AI agents. | | Stars | 4,330 | 59 | | Forks | 766 | 74 | | Open issues | 80 | 61 | | Language | Python | - | | Adopt for | PurpleLlama provides tools to enhance the security and trust of large language models using MIT licenses for benchmarks and community-specific licenses for safeguard components. | 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 | - | - | | Runtime | - | - | | License | Other | Other | | Categories | Developer Tools, Evaluation & Observability | AI Agents, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [PurpleLlama](/tools/meta-llama-purplellama.md) | [awesome-ai-agents-security](/tools/projectrecon-awesome-ai-agents-security.md) | | --- | --- | --- | | Maintenance | Active (82%) | Steady (60%) | | Days since push | 8d | 58d | | Open issues (now) | 80 | 61 | | Full report | [trust report](/tools/meta-llama-purplellama/trust.md) | [trust report](/tools/projectrecon-awesome-ai-agents-security/trust.md) | ## Decision facts: PurpleLlama - **Adopt for:** PurpleLlama provides tools to enhance the security and trust of large language models using MIT licenses for benchmarks and community-specific licenses for safeguard components. ## Decision facts: awesome-ai-agents-security - **Adopt for:** 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. ## Choose when ### Choose PurpleLlama if… - Tags unique to PurpleLlama: benchmarks, evaluations, llm security tools, security. - Also covers Developer Tools. - When you need permissive licenses that fit both research and commercial purposes ### Choose awesome-ai-agents-security if… - 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 PurpleLlama - If your project requires consistent licensing across all components under one standard license like GPL or Apache-2.0 - When you prefer not to adhere to the Llama Community Licenses for safeguard functionalities ## 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 ## Common questions ### What is the difference between PurpleLlama and awesome-ai-agents-security? PurpleLlama: Set of tools to assess and improve LLM security. 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 PurpleLlama over awesome-ai-agents-security? Choose PurpleLlama over awesome-ai-agents-security when Tags unique to PurpleLlama: benchmarks, evaluations, llm security tools, security; Also covers Developer Tools; When you need permissive licenses that fit both research and commercial purposes. ### When should I choose awesome-ai-agents-security over PurpleLlama? Choose awesome-ai-agents-security over PurpleLlama when 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 PurpleLlama? If your project requires consistent licensing across all components under one standard license like GPL or Apache-2.0 When you prefer not to adhere to the Llama Community Licenses for safeguard functionalities ### 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 PurpleLlama or awesome-ai-agents-security more popular on GitHub? PurpleLlama has more GitHub stars (4,330 vs 59). Stars measure visibility, not whether either tool fits your constraints. ### Are PurpleLlama and awesome-ai-agents-security open source? Yes - both are open-source projects on GitHub (PurpleLlama: Other, awesome-ai-agents-security: Other). ### Where can I find alternatives to PurpleLlama or awesome-ai-agents-security? GraphCanon lists graph-backed alternatives at [PurpleLlama alternatives](/tools/meta-llama-purplellama/alternatives) and [awesome-ai-agents-security alternatives](/tools/projectrecon-awesome-ai-agents-security/alternatives) ([PurpleLlama markdown twin](/tools/meta-llama-purplellama/alternatives.md), [awesome-ai-agents-security markdown twin](/tools/projectrecon-awesome-ai-agents-security/alternatives.md)), 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](/compare/meta-llama-purplellama-vs-projectrecon-awesome-ai-agents-security.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, PurpleLlama or awesome-ai-agents-security? PurpleLlama: 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 PurpleLlama and awesome-ai-agents-security? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [PurpleLlama trust report](/tools/meta-llama-purplellama/trust); [awesome-ai-agents-security trust report](/tools/projectrecon-awesome-ai-agents-security/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=meta-llama-purplellama`](/api/graphcanon/graph?tool=meta-llama-purplellama) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_