Syke

About

Syke is an AI code impact analysis MCP server designed to act as a safety net for AI coding agents. It continuously monitors files modified by AI, building comprehensive dependency graphs through static import analysis. Before any build or deployment, Syke can gate the process, detecting cascading failures caused by AI changes and blocking the build if dependencies are broken. This ensures that AI-generated code does not introduce critical issues into the codebase, providing developers with a real-time visualization dashboard and advanced algorithms to understand and prevent potential damage.

Key Features

• AI Code Impact Analysis with Build Gating
• Multi-AI Provider Support for semantic analysis (Gemini, OpenAI, Anthropic)
• Advanced Graph Algorithms (SCC, PageRank, Risk Scoring, Git Coupling)
• Real-time Web Dashboard for interactive dependency graph visualization and cascade monitoring
• Broad Language Support including Python, Go, Rust, Java, C++, JavaScript/TypeScript, Dart/Flutter, and Ruby
• 2 GitHub stars

Use Cases

• Analyzing the full impact of proposed code changes, including hidden dependencies and cascading effects
• Monitoring codebase health and critical dependencies with real-time risk indicators and dependency graphs
• Preventing AI coding agents from introducing breaking changes before build or deployment