Agentic Security

LLM Vulnerability Scanner and AI Red Teaming Kit ๐Ÿงช

GrowingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

โ†’Stable

License

Open Source

Data freshness

Verified ยท Jul 12, 2026

Overview

What is Agentic Security?

Agentic Security is an LLM-based vulnerability scanner designed for red teaming activities. It helps identify potential security weaknesses in applications using large language models.

Key differentiator

โ€œAgentic Security stands out as a specialized tool for leveraging LLMs in vulnerability scanning, offering unique capabilities for AI-driven red teaming activities.โ€

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

โ†‘ Strengths

LLM-based vulnerability scanningmedium

AI-driven red teaming capabilitiesmedium

Customizable for various application typesmedium

โ†“ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited integrations with other security toolshigh

Currently only integrates natively with a few specific observability platforms and lacks plugins for popular security frameworks

Performance issues under heavy loadmedium

Scanning large codebases can result in significant delays and resource exhaustion on the scanning server

Fit analysis

Who is it for?

โœ“ Best for

Teams needing automated vulnerability scanning for large language models

Organizations looking to enhance their red teaming capabilities with AI

Developers who want to integrate security testing into their CI/CD pipelines

โœ• Not a fit for

Projects requiring real-time threat detection and response

Small-scale applications without complex security requirements

Cost structure

Pricing

Free Tier

Available

Open source โ€” free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with Agentic Security

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide โ†’