msoedov/agentic_security

Health v2 · maintenance only

Adoption not part of the score

1977 stars · 280 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Agentic Security is an open-source LLM vulnerability scanner and AI red-teaming toolkit that probes large language models and agent workflows for jailbreaks, prompt injection, and multimodal attacks. It ships as a Python CLI and web UI that fuzzes any LLM API endpoint using adversarial prompt datasets, multi-step attacks, and RL-based probes.

Use cases

• red team my llm app for jailbreaks
• scan llm api for prompt injection vulnerabilities
• fuzz a chatbot with adversarial prompts
• test llm safety guardrails before deployment
• run owasp llm top 10 security checks
• stress test llm endpoint with attack prompts
• evaluate multimodal attack robustness of my model

When to choose

• you need automated adversarial testing of an LLM API or agent workflow
• you want a self-hosted scanner with a web UI and customizable prompt datasets
• you're doing AI red-teaming or OWASP LLM Top 10 assessments

When to avoid

• you need runtime protection or guardrails in production rather than pre-deployment scanning
• you want a guaranteed defense - the tool itself warns it is a scanner, not a foolproof solution
• you need static code analysis of your application rather than black-box LLM probing

Facets

cli-tool · maturity active

security vulnerability-scanning penetration-testing fuzzing llm-inference testing security large-language-models penetration-testing developer-tools python cli self-hosted llm-security red-teaming jailbreak prompt-injection adversarial-attacks llm-evaluation owasp-llm-top-10 multimodal-attacks ai-agents web-server docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="msoedov/agentic_security")