Graphify
FreeAI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.
FreeFree tier
Inputs: code
About Graphify
Graphify is an open-source, on-device knowledge graph that maps your codebase into a traversable graph for AI coding assistants. It works with 17+ AI assistants like Claude Code, Cursor, and Copilot. One command installs as a skill, then you can query the graph instead of grepping. Every answer traces to the exact code paths, with community clustering and god node detection. Backed by Y Combinator, MIT licensed, and free forever.
Key Features
Turns any codebase into a queryable knowledge graph with one command
Integrates with 17+ AI coding assistants including Claude Code, Cursor, Copilot, Codex, and Gemini CLI
Provides local graph files: graph.html, GRAPH_REPORT.md, and graph.json
Supports query, path, and explain commands for grounded answers
Automatically clusters code into communities and identifies god nodes (most-connected symbols)
Runs entirely on-device with no telemetry
MIT-licensed open source with no limits or account required
Pros & Cons
Pros
- Completely free and open source with MIT license
- On-device execution ensures code never leaves your machine
- Works with a wide range of popular AI coding assistants
- Provides traceable, grounded answers showing exact code paths
- Reduces token usage significantly (reported 71.5× fewer tokens)
- Easy setup: single command installs as a skill
Cons
- Still in early development (v0.9.x series)
- Enterprise features like merge-gate verification and graph-aware review are only in early access
- Requires Python/uv tool installation
- Learning curve for users unfamiliar with knowledge graphs
Best For
Codebase understanding and navigation for developersAugmenting AI coding assistants with structured repository contextArchitecture visualization and dependency analysisOnboarding new team members to large codebasesIncident management by mapping services, teams, and alerts (e.g., Rootly integration)
FAQ
Is Graphify really free?
Yes. The full product is MIT-licensed open source and runs entirely on your machine with no node caps, no account, and no credit card required.
Is there a paid plan?
Not yet. Enterprise features such as formal verification, graph-aware code review, digest reports, and Jira connector are in early access with pricing to be shaped with early users.
Does my code leave my machine?
No. The graph is built and stored locally. Queries run against your local graph; model calls go to whichever LLM backend you configure.
Can I use it at work?
Yes. The MIT license permits commercial use. Point it at any repo you're allowed to work on.