--- title: "gitleaks vs agentic_security" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/gitleaks-gitleaks-vs-msoedov-agentic-security" tools: ["gitleaks-gitleaks", "msoedov-agentic-security"] --- # gitleaks vs agentic_security *GraphCanon updated Aug 16, 2026* ## Verdict Pick gitleaks if gitleaks is an AI-driven tool for detecting secrets within git repositories that can integrate into CI/CD pipelines and offers robust CLI capabilities; 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. [gitleaks](https://gitleaks.io) reports 29k GitHub stars, 2.2k forks, and 464 open issues, last pushed Jul 29, 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 [gitleaks's repository](https://github.com/gitleaks/gitleaks) and [agentic_security's repository](https://github.com/msoedov/agentic_security). | | [gitleaks](/tools/gitleaks-gitleaks.md) | [agentic_security](/tools/msoedov-agentic-security.md) | | --- | --- | --- | | Tagline | Find secrets with Gitleaks 🔑 | Agentic LLM Vulnerability Scanner / AI red teaming kit | | Stars | 28,753 | 1,943 | | Forks | 2,191 | 270 | | Open issues | 464 | 70 | | Language | Go | Python | | Adopt for | gitleaks is an AI-driven tool for detecting secrets within git repositories that can integrate into CI/CD pipelines and offers robust CLI capabilities. | 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 | MIT | 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._ | | [gitleaks](/tools/gitleaks-gitleaks.md) | [agentic_security](/tools/msoedov-agentic-security.md) | | --- | --- | --- | | Maintenance | Active (82%) | Steady (60%) | | Days since push | 18d | 35d | | Open issues (now) | 464 | 70 | | Stars delta | +576 (30d) | Unknown | | Open issues delta | +36 (30d) | Unknown | | Owner type | Organization | User | | Full report | [trust report](/tools/gitleaks-gitleaks/trust.md) | [trust report](/tools/msoedov-agentic-security/trust.md) | ## Decision facts: gitleaks - **Requirements:** Min 1 GB RAM; Requires a Go environment to be installed if not using pre-built binaries. - **Adopt for:** gitleaks is an AI-driven tool for detecting secrets within git repositories that can integrate into CI/CD pipelines and offers robust CLI capabilities. ## 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 gitleaks if… - gitleaks is primarily Go; agentic_security is Python. - License: gitleaks is MIT, agentic_security is Apache-2.0. - Requirements: Min 1 GB RAM; Requires a Go environment to be installed if not using pre-built binaries.. - Tags unique to gitleaks: ai-powered, ci-cd, cicd, cli. - - When you need to detect leaked secrets using advanced AI-powered methods, offering a modern approach over traditional pattern matching. ### Choose agentic_security if… - agentic_security is primarily Python; gitleaks is Go. - License: agentic_security is Apache-2.0, gitleaks is MIT. - Tags unique to agentic_security: agent-framework, fuzzing, llm-evaluation, red-teaming. - Also covers LLM Frameworks. - Developers need to ensure their LLMs are secure from jailbreak attempts and vulnerabilities. ## When NOT to use gitleaks - - Avoid if looking for broader DLP functionalities that extend beyond git repositories, as gitleaks is specifically tailored to this context. - - Not recommended if you require real-time alerting features; gitleaks is more suited for periodic or commit-based scanning and analysis. ## 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 gitleaks and agentic_security? gitleaks: Find secrets with Gitleaks 🔑. 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 gitleaks over agentic_security? Choose gitleaks over agentic_security when gitleaks is primarily Go; agentic_security is Python; License: gitleaks is MIT, agentic_security is Apache-2.0; Requirements: Min 1 GB RAM; Requires a Go environment to be installed if not using pre-built binaries.; Tags unique to gitleaks: ai-powered, ci-cd, cicd, cli; - When you need to detect leaked secrets using advanced AI-powered methods, offering a modern approach over traditional pattern matching. ### When should I choose agentic_security over gitleaks? Choose agentic_security over gitleaks when agentic_security is primarily Python; gitleaks is Go; License: agentic_security is Apache-2.0, gitleaks is MIT; Tags unique to agentic_security: agent-framework, fuzzing, llm-evaluation, red-teaming; Also covers LLM Frameworks; Developers need to ensure their LLMs are secure from jailbreak attempts and vulnerabilities. ### When should I avoid gitleaks? - Avoid if looking for broader DLP functionalities that extend beyond git repositories, as gitleaks is specifically tailored to this context. - Not recommended if you require real-time alerting features; gitleaks is more suited for periodic or commit-based scanning and analysis. ### 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 gitleaks or agentic_security more popular on GitHub? gitleaks has more GitHub stars (28,753 vs 1,943). Stars measure visibility, not whether either tool fits your constraints. ### Are gitleaks and agentic_security open source? Yes - both are open-source projects on GitHub (gitleaks: MIT, agentic_security: Apache-2.0). ### Where can I find alternatives to gitleaks or agentic_security? GraphCanon lists graph-backed alternatives at [gitleaks alternatives](/tools/gitleaks-gitleaks/alternatives) and [agentic_security alternatives](/tools/msoedov-agentic-security/alternatives) ([gitleaks markdown twin](/tools/gitleaks-gitleaks/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/gitleaks-gitleaks-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, gitleaks or agentic_security? gitleaks: 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 gitleaks and agentic_security? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [gitleaks trust report](/tools/gitleaks-gitleaks/trust); [agentic_security trust report](/tools/msoedov-agentic-security/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=gitleaks-gitleaks`](/api/graphcanon/graph?tool=gitleaks-gitleaks) - 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/_