HackerNoon “Proof of Usefulness” Hackathon Submission
Understand any
codebase in 30s.
Paste a GitHub repo. Get an interactive knowledge graph, call chains, and AI answers — powered by Neo4j GraphRAG.
4,200+
repos analyzed
12
languages supported
Neo4j
powered graph DB
Step 1
Paste URL
Drop in any public GitHub repository URL.
Step 2
Graph builds
AST parsing extracts functions, classes, and imports. Stored as a knowledge graph in Neo4j.
Step 3
Ask anything
Ask Claude about the code in plain English. GraphRAG retrieves the relevant subgraph first.
Try these:
Live demo
codegraph.vercel.app
Interactive graph explorer · Click any node · Ask Claude anything