codebase-visualization

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.

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.

code-city for flutter

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".

Analysis & chat with Github Codebase

Vibe Map: Codebase Cartographer for Vibe Coders.

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

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.