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