Omen is an AI code analysis CLI tool that provides codebase context for AI assistants through multiple metrics such as complexity analysis, technical debt detection, dependency graph, and hotspot analysis, helping to predict defects and identify risks.

PMD is an extensible multilingual static code analysis tool mainly used to detect common programming defects in languages such as Java and Apex. It supports 16 languages and more than 400 built - in rules and includes a duplicate code detection function.

The Inkog MCP Server is a code security scanning and compliance verification tool specifically designed for AI agent development. It provides functions such as static analysis, governance file verification, MCP server audit, and multi - framework compliance report generation to help developers detect logical defects and security vulnerabilities early in the development process.