LibreAI / Dev Tools / code-review-graph
// devtools · tirth8205/code-review-graph

code-review-graph

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked con…

★ 31.9k stars⑂ 2.9k forksMITupdated 2026-09
▦ visual — this project's README ships no embeddable screenshot,
so here's a placeholder. The guide below is complete regardless.
// project facts

Project facts

code-review-graph is an open-source dev tools project by tirth8205 (tirth8205/code-review-graph on GitHub). It has 31,907 GitHub stars and 2,916 forks, is released under the MIT license, and was last updated on GitHub on 18 September 2026.

GitHub stars
31,907
Forks
2,916
License
MIT
Last updated on GitHub
18 September 2026
Category
Dev Tools
Listing
Full install guide
Official site
Official site
// how it works

How it works

  1. Install it

    Package managers, install scripts, or app stores on every OS.

  2. Configure lightly

    Sane defaults work; dotfiles make it yours.

  3. Learn the keys

    A weekend of muscle memory pays off for years.

  4. Extend it

    Plugins and themes from huge community ecosystems.

// features

Why people love it

LLM-powered

Large language models drive its smartest features, locally or via API.

Python ecosystem

Built on Python, so it plugs into the wider data and ML tooling ecosystem.

Open & hackable

Customize prompts, tools, and behavior; no black box.

Diff-first workflow

Every change is a reviewable diff — you stay in control.

Model flexibility

Swap between frontier APIs and local models per task.

Terminal & IDE

Lives where you work: VS Code, JetBrains, Neovim, or plain terminal.

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// run it

Run it yourself

  1. Step 1 — Clone the repo

    Download the source and move into the project folder.

    git clone https://github.com/tirth8205/code-review-graph.git
    cd code-review-graph
  2. Step 2 — Check the README

    Every project documents its own setup; start with install requirements.

    cat README.md | head -60
  3. Step 3 — Run it

    Follow the project's launch command — Docker, pip, npm, or a binary release.

    # see README for the exact launch command
// use cases

What you can build

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// faq

Questions, answered

Who maintains code-review-graph?

It is an open-source project at tirth8205/code-review-graph with 2,916 forks. Check the repo's contributors and recent commits to see how active maintenance is.

Is code-review-graph free for commercial use?

MIT licensed — use it commercially, no strings attached.

Which editor does it support?

VS Code and terminal are universal; check each tool for JetBrains/Neovim.

Is my code sent anywhere?

With local models, no. With APIs, check the provider's retention policy.

Local or cloud models?

Cloud frontier models code best today; local keeps everything private and free.

// keep exploring

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// alternatives

Alternatives in Dev Tools

The most-starred other Dev Tools projects in the LibreAI catalogue — the realistic shortlist if code-review-graph is not the right fit.

Get code-review-graph

Free and open — grab the source, star the repo, and start creating.