zakirkun/guardian-cli

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

1853 stars · 367 forks observed · 2026-08-28

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

Guardian is a Python CLI tool that automates penetration testing workflows using LLM providers (OpenAI, Claude, Gemini, Ollama, and others) orchestrated via LangChain. It combines multi-agent AI planning, debate-based false-positive triage, and a RAG knowledge base of CVE/CWE/MITRE data with traditional security tooling for authorized security assessments.

Use cases

• automate penetration testing workflows with AI
• run authorized security assessments from the command line
• triage and filter false-positive vulnerability findings with multi-agent debate
• ground vulnerability references in CVE/CWE/MITRE ATT&CK data
• orchestrate pentest tools with an LLM planner
• run local-model pentest automation with Ollama

When to choose

• you are a security professional running authorized pentests and want LLM-assisted orchestration
• you want adaptive, multi-agent AI triage of findings with evidence capture
• you need provider flexibility including local models via Ollama

When to avoid

• you need a fully hands-off scanner without human oversight or authorization to test targets
• you require a license-guaranteed open-source tool (license is non-standard despite MIT badge)
• you need a lightweight scanner without LLM API costs or dependencies

Facets

cli-tool · maturity active

penetration-testing agent-framework llm-inference rag security workflow-automation cli security penetration-testing artificial-intelligence developer-tools python cli cross-platform pentest gemini langchain multi-agent llm-orchestration ethical-hacking vulnerability-assessment ai-automation ai-agents command-line linux macos

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markdown · JSON · MCP: product_card(name="zakirkun/guardian-cli")