Repowise is a codebase intelligence layer built as a Model Context Protocol server. It analyzes source code to generate health scores, detect dead code, produce documentation, track git analytics, and surface architectural decisions. The system integrates into AI coding agent workflows via nine MCP tools to give agents richer context about code ownership, complexity, and quality across 15 languages and multi-repo workspaces.