One command gives AI agents instant codebase context. ~250 tokens replaces 50,000+ tokens of exploration. Auto-configures Claude Code, Cursor, Aider.

MCP server for AI coding agents. Instead of reading files one by one, your agent gets dependency graphs, git intent, blast radius, and change health in a single call. Works with any language deep analysis for TypeScript, Go, and C#.

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.

Generate AI context files from your codebase's actual conventions. Not what agents already know — what they keep missing.