Adversary MCP Server
Provides AI-powered vulnerability detection and security analysis directly in your IDE during development. Combines static analysis with LLM validation to reduce false positives.
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What it does
- Detect vulnerabilities in code using AI analysis
- Generate exploits for discovered security flaws
- Validate findings with LLM to reduce false positives
- Export scan results in JSON, Markdown, and CSV formats
- Run static analysis with Semgrep integration
- Track security metrics with telemetry dashboard
Best for
Developers doing security-focused code reviewSecurity teams integrating into development workflowDevSecOps automation in CI/CD pipelines
70% confidence threshold for validationMulti-engine scanning (Semgrep + AI)Native Cursor IDE integration
