--- title: "reaper vs agentic_security" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/ghostsecurity-reaper-vs-msoedov-agentic-security" tools: ["ghostsecurity-reaper", "msoedov-agentic-security"] --- # reaper vs agentic_security *GraphCanon updated Sep 20, 2026* ## Verdict Pick reaper if reaper is a Go-written live validation proxy aimed at identifying vulnerabilities in web applications through real-time testing; 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. [reaper](https://ghostsecurity.ai/tools/reaper) reports 886 GitHub stars, 91 forks, and 0 open issues, last pushed Mar 24, 2026. [agentic_security](https://agentic-security.vercel.app) has 2.0k stars, 289 forks, and 72 open issues, last pushed Sep 11, 2026. Figures are from public GitHub metadata via [reaper's repository](https://github.com/ghostsecurity/reaper) and [agentic_security's repository](https://github.com/msoedov/agentic_security). | | [reaper](/tools/ghostsecurity-reaper.md) | [agentic_security](/tools/msoedov-agentic-security.md) | | --- | --- | --- | | Tagline | Live validation proxy tool for testing web app vulnerabilities | Agentic LLM Vulnerability Scanner / AI red teaming kit | | Stars | 886 | 2,004 | | Forks | 91 | 289 | | Open issues | 0 | 72 | | Language | Go | Python | | Adopt for | Reaper is a Go-written live validation proxy aimed at identifying vulnerabilities in web applications through real-time testing | 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 | Developer Tools | Evaluation & Observability, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [reaper](/tools/ghostsecurity-reaper.md) | [agentic_security](/tools/msoedov-agentic-security.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Active (82%) | | Days since push | 179d | 8d | | Open issues (now) | 0 | 72 | | Stars delta | +7 (30d) | +61 (30d) | | Open issues delta | 0 (30d) | +2 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/ghostsecurity-reaper/trust.md) | [trust report](/tools/msoedov-agentic-security/trust.md) | ## Decision facts: reaper - **Adopt for:** Reaper is a Go-written live validation proxy aimed at identifying vulnerabilities in web applications through real-time testing ## 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 reaper if… - reaper is primarily Go; agentic_security is Python. - Tags unique to reaper: agentic, ai, appsec, automation. - Also covers Developer Tools. - When you are dealing with web application security reviews and need immediate feedback on potential vulnerabilities, Reaper's real-time testing makes it an ideal choice. ### Choose agentic_security if… - agentic_security is primarily Python; reaper is Go. - Tags unique to agentic_security: agent-framework, fuzzing, llm-evaluation, red-teaming. - Also covers Evaluation & Observability, 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 reaper - Avoid using Reaper for non-Go projects where the ecosystem benefits are not applicable and might introduce unnecessary complexities. - Do not use Reaper if your security testing needs go beyond real-time validation proxies, as it focuses specifically on live interaction without broader audit features available in other tools. ## 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 reaper and agentic_security? reaper: Live validation proxy tool for testing web app vulnerabilities. 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 reaper over agentic_security? Choose reaper over agentic_security when reaper is primarily Go; agentic_security is Python; Tags unique to reaper: agentic, ai, appsec, automation; Also covers Developer Tools; When you are dealing with web application security reviews and need immediate feedback on potential vulnerabilities, Reaper's real-time testing makes it an ideal choice. ### When should I choose agentic_security over reaper? Choose agentic_security over reaper when agentic_security is primarily Python; reaper is Go; Tags unique to agentic_security: agent-framework, fuzzing, llm-evaluation, red-teaming; Also covers Evaluation & Observability, 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 reaper? Avoid using Reaper for non-Go projects where the ecosystem benefits are not applicable and might introduce unnecessary complexities. Do not use Reaper if your security testing needs go beyond real-time validation proxies, as it focuses specifically on live interaction without broader audit features available in other tools. ### 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 reaper or agentic_security more popular on GitHub? agentic_security has more GitHub stars (2,004 vs 886). Stars measure visibility, not whether either tool fits your constraints. ### Are reaper and agentic_security open source? Yes - both are open-source projects on GitHub (reaper: Apache-2.0, agentic_security: Apache-2.0). ### Where can I find alternatives to reaper or agentic_security? GraphCanon lists graph-backed alternatives at [reaper alternatives](/tools/ghostsecurity-reaper/alternatives) and [agentic_security alternatives](/tools/msoedov-agentic-security/alternatives) ([reaper markdown twin](/tools/ghostsecurity-reaper/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/ghostsecurity-reaper-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, reaper or agentic_security? reaper: Slowing. agentic_security: Active. 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 reaper and agentic_security? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [reaper trust report](/tools/ghostsecurity-reaper/trust); [agentic_security trust report](/tools/msoedov-agentic-security/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=ghostsecurity-reaper`](/api/graphcanon/graph?tool=ghostsecurity-reaper) - 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/_