--- title: "iFixAi vs agentic_security" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/ifixai-ai-ifixai-vs-msoedov-agentic-security" tools: ["ifixai-ai-ifixai", "msoedov-agentic-security"] --- # iFixAi vs agentic_security *GraphCanon updated Jul 28, 2026* ## Verdict Pick iFixAi if iFixAi assesses AI models using 45 inspections for safety and alignment, returning grades in minutes; pick agentic_security if agentic Security is an agent-based framework for scanning vulnerabilities in large language models with a Python-based toolkit for robust security assessments via fuzz testing. [iFixAi](https://www.ifixai.ai) reports 3.3k GitHub stars, 300 forks, and 0 open issues, last pushed Jul 27, 2026. [agentic_security](https://agentic-security.vercel.app) has 1.9k stars, 270 forks, and 70 open issues, last pushed Jun 23, 2026. Figures are from public GitHub metadata via [iFixAi's repository](https://github.com/ifixai-ai/iFixAi) and [agentic_security's repository](https://github.com/msoedov/agentic_security). | | [iFixAi](/tools/ifixai-ai-ifixai.md) | [agentic_security](/tools/msoedov-agentic-security.md) | | --- | --- | --- | | Tagline | Tool for evaluating and grading AI models on safety and alignment metrics | Agentic LLM Vulnerability Scanner / AI red teaming kit | | Stars | 3,272 | 1,943 | | Forks | 300 | 270 | | Open issues | 0 | 70 | | Language | Python | Python | | Adopt for | iFixAi assesses AI models using 45 inspections for safety and alignment, returning grades in minutes. | Agentic Security is an agent-based framework for scanning vulnerabilities in large language models with a Python-based toolkit for robust security assessments via fuzz testing. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Apache-2.0 - Permissive license encouraging free use and modification under the condition of preserving notices. | | Categories | Evaluation & Observability | Evaluation & Observability, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [iFixAi](/tools/ifixai-ai-ifixai.md) | [agentic_security](/tools/msoedov-agentic-security.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Steady (60%) | | Days since push | 1d | 35d | | Open issues (now) | 0 | 70 | | Owner type | Organization | User | | Full report | [trust report](/tools/ifixai-ai-ifixai/trust.md) | [trust report](/tools/msoedov-agentic-security/trust.md) | ## Shared compatibility - **Python**: [iFixAi](/tools/ifixai-ai-ifixai.md) - Python runtime; [agentic_security](/tools/msoedov-agentic-security.md) - Python runtime ## Decision facts: iFixAi - **Adopt for:** iFixAi assesses AI models using 45 inspections for safety and alignment, returning grades in minutes. ## Decision facts: agentic_security - **Adopt for:** Agentic Security is an agent-based framework for scanning vulnerabilities in large language models with a Python-based toolkit for robust security assessments via fuzz testing. - **License detail:** Apache-2.0 - Permissive license encouraging free use and modification under the condition of preserving notices. ## Choose when ### Choose iFixAi if… - Tags unique to iFixAi: agent-evaluation, ai safety, ai-alignment, ai-evaluation. - You need a quick evaluation of an AI model's safety and alignment across industry standards - More GitHub stars (3.3k vs 1.9k) - visibility, not fit. ### Choose agentic_security if… - Tags unique to agentic_security: agent-framework, fuzzing, red-teaming, security-assessment. - Also covers LLM Frameworks. - agentic_security ships Docker support for self-hosted deployment. - Developers need to ensure their LLMs are secure from jailbreak attempts and vulnerabilities. ## When NOT to use iFixAi - If real-time assessment is necessary since iFixAi takes up to five minutes to return results - When detailed customization of inspection criteria beyond predefined checks is required ## When NOT to use agentic_security - Teams require solutions that do not involve agent frameworks for vulnerability scanning. - Projects seek a no-fuzz-testing approach for evaluating LLM security. ## Common questions ### What is the difference between iFixAi and agentic_security? iFixAi: Tool for evaluating and grading AI models on safety and alignment metrics. agentic_security: Agentic LLM Vulnerability Scanner / AI red teaming kit. See the comparison table for live GitHub stats and shared categories. ### When should I choose iFixAi over agentic_security? Choose iFixAi over agentic_security when Tags unique to iFixAi: agent-evaluation, ai safety, ai-alignment, ai-evaluation; You need a quick evaluation of an AI model's safety and alignment across industry standards; More GitHub stars (3.3k vs 1.9k) - visibility, not fit. ### When should I choose agentic_security over iFixAi? Choose agentic_security over iFixAi when Tags unique to agentic_security: agent-framework, fuzzing, red-teaming, security-assessment; Also covers LLM Frameworks; agentic_security ships Docker support for self-hosted deployment; Developers need to ensure their LLMs are secure from jailbreak attempts and vulnerabilities. ### When should I avoid iFixAi? If real-time assessment is necessary since iFixAi takes up to five minutes to return results When detailed customization of inspection criteria beyond predefined checks is required ### When should I avoid agentic_security? Teams require solutions that do not involve agent frameworks for vulnerability scanning. Projects seek a no-fuzz-testing approach for evaluating LLM security. ### Is iFixAi or agentic_security more popular on GitHub? iFixAi has more GitHub stars (3,272 vs 1,943). Stars measure visibility, not whether either tool fits your constraints. ### Are iFixAi and agentic_security open source? Yes - both are open-source projects on GitHub (iFixAi: Apache-2.0, agentic_security: Apache-2.0). ### Where can I find alternatives to iFixAi or agentic_security? GraphCanon lists graph-backed alternatives at [iFixAi alternatives](/tools/ifixai-ai-ifixai/alternatives) and [agentic_security alternatives](/tools/msoedov-agentic-security/alternatives) ([iFixAi markdown twin](/tools/ifixai-ai-ifixai/alternatives.md), [agentic_security markdown twin](/tools/msoedov-agentic-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/ifixai-ai-ifixai-vs-msoedov-agentic-security.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, iFixAi or agentic_security? iFixAi: Very active. agentic_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 iFixAi and agentic_security? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [iFixAi trust report](/tools/ifixai-ai-ifixai/trust); [agentic_security trust report](/tools/msoedov-agentic-security/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=ifixai-ai-ifixai`](/api/graphcanon/graph?tool=ifixai-ai-ifixai) - 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/_