Persistent codebase knowledge layer for AI agents. Pre-builds architecture, dependency, coupling, and risk knowledge served via MCP. 27 languages, 13 tools.

Generate AI-friendly repository maps using ast-grep for providing codebase context to AI assistants and LLMs

A Claude Code plugin that understands your codebase and generates only the docs that actually matter. Run `/project-mds`, it scans everything and creates clean, connected markdown for APIs, models, auth, infra, and more so your agents don’t have to dig through code again and again.