
Claude Code ecosystem
code-graph-rag
A graph of how the code actually connects, for the agent to walk
★ 4.8k
August 2026
MIT
Claude Code ecosystem
What we checked ourselves
Not copied from the project's own blurb. These are things we opened and verified, with the date.
- 23 Aug 2026We checked that the link to the project still resolves.
- 14 Aug 2026We read the licence text itself (LICENSE). No unusual restrictions were stated.
- 1 Sept 2026We read the project's own documentation and found no sign that development has stopped.
Where this sits among the 63 tools we list in Claude Code ecosystem
- Commercial use confirmed as allowed53 of 63
- Requires terminal commands9 that do not →
- Requires an API key43 that do not →
- Sends your input to the provider19 that do not →
Counted from our own checks: every tool we list is examined against the same criteria.
What it does
Parses a multi-language codebase with Tree-sitter, builds a structural knowledge graph in Memgraph, and answers questions by traversing it — which returns accurate results on large repositories where keyword search flails. Editing and optimisation flow through the same graph. It needs a graph database standing by, making it heavier to set up than the fully local alternatives, and indexing cost scales with repository size. MIT.
Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.
Screenshots & visuals

Before you start
- Setup difficultySome setup needed
- Command lineRequired
- API keyRequired
- Sends data onlineYes
Judged automatically from the project's own metadata. Always confirm on the official page.
code-graph-rag FAQ
- Is code-graph-rag free?
- code-graph-rag itself is free, but it needs an API key for an external AI service. That service charges separately, though some have a free tier.
- Do I need to install anything or write code to use code-graph-rag?
- It needs the command line. If you are not comfortable typing commands, expect to get stuck during setup.
- Does code-graph-rag work on a phone?
- No. It needs a computer.
- Can I use code-graph-rag commercially?
- The licence is MIT, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.
How it compares
The conditions that decide whether you can actually use it, side by side.
| Tool | Command line | API key | Sends data out | Phone | Commercial use |
|---|---|---|---|---|---|
| code-graph-rag (this page) | Required | Required | Yes | No | Yes |
| Claude Code | Required | Required | Yes | No | Not verified |
| taste-skill | Required | Required | Yes | No | Yes |
| rtk | Required | Not needed | No | No | Yes |
"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.