rogue-security/rogue

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

1058 stars · 162 forks observed · 2026-08-28

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

Rogue is an open-source AI agent evaluator and red teaming platform that stress-tests agents against business policies and simulated adversarial attacks. It supports A2A, MCP, and direct Python function agents, with a server, terminal UI, and CLI for CI/CD integration.

Use cases

• red team my AI agent for security vulnerabilities
• test llm agent against business policies
• run adversarial attack simulations on chatbot
• check agent compliance with OWASP LLM top 10
• regression test ai agent behavior in CI pipeline
• evaluate MCP server agent for jailbreaks
• generate compliance reports for EU AI Act

When to choose

• you need automated adversarial testing of AI agents before production
• you want policy compliance and behavior regression testing with pass/fail reports
• your agent speaks A2A, MCP, or is a plain Python function
• you need CVSS-scored vulnerability findings mapped to compliance frameworks

When to avoid

• you need runtime guardrails or real-time request blocking rather than pre-production testing
• you want general-purpose unit testing of non-agent Python code
• you need LLM observability and tracing in production, which the parent Qualifire platform handles

Facets

framework · maturity active

testing e2e-testing agent-framework security penetration-testing llm-inference cli security testing large-language-models developer-tools python cli cross-platform red-teaming llm-evaluation ai-agent-testing adversarial-attacks owasp-compliance mcp a2a-protocol tui ci-cd ai-agents docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="rogue-security/rogue")