ast-outline lets AI coding agents pull exactly the code context they need — a repo skeleton, a file outline, or one symbol — instead of reading whole files. A stateless, tree-sitter-based CLI.

Your entire engineering context, deeply understood

AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.

Team memory for engineers and their AI agents. Lives in your repo. Shared through Git.

Native, local-first knowledge graph engine for code and project artifacts—inspired by Graphify, built in Rust, and evolving beyond it.

Local-first static analysis that turns source code into deterministic, source-grounded workflow maps for coding agents via MCP.

Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.