One library to split them all: Sentence, Code, Docs. Chunk smarter, not harder; built for LLMs, RAG pipelines, and beyond.
Understand your Python codebase. 📡 Summarizes your directory in a single table. Displays the file structure of all the files, their functions, classes, and methods in a nicely colored tree. Shows a table of all the files with counts of the lines and much more.
SCIONA builds a deterministic structural index (SCI) for git repositories. It extracts repository structure from source code and exposes it as deterministic queries for tools, agents, and LLM-assisted workflows.
MCP server for code structure analysis across 20+ languages. Tree-sitter powered. Works with Claude Code and Claude Desktop.
Deterministic, token-efficient codebase packs and skeleton maps for AI review (Python).
Visual codebase tree generator – skip clutter, get clean project structure summaries.
Transform AI responses into complete project file structures
Coding Challenge
Project: Minimalist Python Hello World Function Implementation. Created at https://spectra.codes, which is owned by @Drix10
Understand your Python codebase. 📡 Summarizes your directory in a single table. Displays the file structure of all the files, their functions, classes, and methods in a nicely colored tree. Shows a table of all the files with counts of the lines and much more.
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