code-context
Smart git diff context for LLMs - selects the minimal code fragments needed to understand a change. Also exports full codebase in YAML/JSON/MD.
Call-graph-aware code context retrieval for AI coding agents (MCP server + CLI)
An upgrade from "ls" for developers. An open-source tool to analyze folder structures and to provide code context to LLMs. Published on PyPi
Your AI agent finds the right files. Every time. Code graph context engine with 24 MCP tools — 170+ languages, triple search, +27% F1 improvement.