codebase-visualization

Free open-source toolkit to understand, audit and rescue vibe-coded or legacy codebases: source-linked maps, team handoff, human-approved fixes. Mapping and checks run locally.

Walk through your codebase like a warehouse: an evidence-backed 3D architecture map, built from the code, in one offline HTML file. Works with any coding agent.

RepoScribe compiles your codebase and directory structure into a Markdown document, ideal for enriching LLMs with code context or quick project reviews.

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

Maps source repositories into inspectable RDF knowledge bundles — files, imports, ASTs, symbol xrefs, and a SKOS concept graph — SHACL-validated, with mechanically derived facts kept separate from optional LLM enrichment. 20 first-class languages. CLI, FastAPI backend, React UI, read-only MCP server.

A comprehensive repository intelligence platform that transforms software projects into actionable insights and a searchable Knowledge Graph for faster understanding, navigation & analysis.

Living docs for any project, written by Claude Code: animated architecture, flow & sequence diagrams from plain text, pages scanned from your repo on every commit (module graph, git activity, deps, TODOs), a kanban board and an Excalidraw whiteboard. One command.

Point it at a Python project and get an interactive map of its code in a single HTML file: call graph, LLM-written description on every function, and flagged blind spots. Works on Django and plain Python.

Code knowledge graph for AI coding agents. Point it at a GitHub repo, get a queryable graph of every function, class, and dependency — so your agent stops burning context (and tokens) reading whole files. Tree-sitter + symbol index, incremental builds. Self-hosted. Python/Java/JS.

Finds the bugs between your frontend and backend, and between your code and your database. Reads Django, FastAPI, Flask, Express, Fastify, NestJS, Next.js, plus Supabase, Firebase and Redis. Four verdicts, one of which is "I don't know".

code-city for flutter

Your code is a graph. See it. Point code-node at a Python repo and get a map of what calls what, and everything it touches: AWS calls, HTTP, env vars. Reads with ast, never runs your code.

See how your code is wired: an interactive, offline map of any Python project.

Analysis & chat with Github Codebase

Turn a Swift codebase into a knowledge graph you can query and fly through. Recovers the tables your code actually touches.

Vibe Map: Codebase Cartographer for Vibe Coders.

The AI draws. You see. The next session remembers. — an MCP-native live graph workspace where AI pushes structure, findings, and the reasoning behind decisions into a GPU-rendered graph that outlives the session.

Offline codebase intelligence: dependency maps, project trees, Git diffs, and reviews powered by your own local model.

Portable AI agent skill for visualizing codebases with evidence-backed Mermaid architecture diagrams, workflows, and human-friendly explanations.