Evaluation & Testing

Agentic Security

Agentic LLM Vulnerability Scanner / AI red teaming kit.

Status
Generally available
Last checked
Checked · Oct 13, 2026
License
Open source
Pricing
Free tier
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What it is

Agentic Security is a Python-based tool designed to identify vulnerabilities in large language models (LLMs). It provides a comprehensive framework for AI red teaming, allowing developers to test and evaluate the security of their AI models. The tool includes features such as LLM fuzzing, prompt testing, and the identification of potential jailbreaks. With a focus on LLM security, Agentic Security aims to enhance the robustness of AI systems by identifying and mitigating vulnerabilities.

Focus on LLM-specific security vulnerabilities and red teaming.

When it fits — and when it doesn’t

A good fit for

  • Organizations using large language models

    Provides tools specifically for evaluating and securing LLMs.

  • Teams conducting AI red teaming exercises

    Offers a framework for simulating attacks and identifying vulnerabilities.

Look elsewhere if

  • Developers using non-Python environments

    The tool is primarily developed in Python, limiting its use in other environments.

  • Organizations looking for a fully managed service

    Agentic Security is open-source and requires self-hosting and management.

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    High number of open issues

    Currently has 72 open issues on GitHub.

  2. 02

    Limited language support

    Primarily written in Python.

  3. 03

    Relatively low number of watchers

    Only 28 watchers on GitHub.

What it does well

  • Comprehensive LLM vulnerability scanning

    Includes features like LLM fuzzing and prompt testing.

  • Open-source and community-driven

    Available under the Apache-2.0 license with 32 contributors.

  • Regular updates and active development

    Last commit was on 2026-09-01.

Pricing

Free tier
Yes
Paid from
—
Model
N/A
Enterprise plan
No

Pricing last confirmed Oct 2, 2026.

Performance benchmarks

How Fast Is It?

Set up Agentic Security

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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