After working with LLMs on real React/TypeScript codebases, I kept running into issues caused by missing structure - invented props, broken hook assumptions, and style leakage.

logicstamp-context is a CLI that analyzes the AST of React, Next.js, TypeScript, and Vue 3 (Composition API) projects and produces deterministic, structured context instead of raw file dumps.

The output is designed for LLMs and CI workflows: components, hooks, props/emits, dependencies, and style usage are extracted explicitly rather than inferred from text.

The CLI can also be used via an MCP server for editor and agent integrations.