code-exploration

Slice open any codebase and see how it's wired — interactive, zero-dependency map of files → functions → API routes → database tables.

Command-line repository explorer that returns file:line citations, powered by FastContext via local MLX or any OpenAI-compatible API

GitMap is an AI-powered platform that helps developers quickly understand and keep up with unfamiliar GitHub repositories through an interactive code map, natural language Q&A, and real-time notifications on repository changes, making code exploration faster, collaboration smoother, and updates easier to follow.

Pre-indexed code knowledge graph for Claude Code, Codex, OpenCode — fewer tokens, fewer tool calls, 100% local. Perfect for code exploration

Navigate your codebase. Local code graphs, focused context, and reproducible agent benchmarks.

Explore codebases with web LLMs — no API keys, just manual copy-paste (no browser automation). Ideal for pre-dev research: search, analyze, and generate docs while saving massive tokens. For heavy editing, use Claude Code, Codex or other similar tools instead. Zero API cost, fully ToS-compliant.

Research runtime for System One models to explore and localize code through progressively disclosed state and action spaces.

Turn any codebase, Git repo, or docs site into a navigable blueprint: file maps, dependency graphs, stub skeletons, and ready-to-use prompt packs for AI-assisted architecture review. CLI + Windows desktop app. Runs locally, no API keys needed.