code-review-graph

by tirth8205 · Python · ★ 14,217

Local knowledge graph for Claude Code. Builds a persistent map of your codebase so Claude reads only what matters — 6.8× fewer tokens on reviews and up to 49× on daily coding tasks.

#ai-coding#claude#claude-code#code-review#graphrag#incremental#knowledge-graph#llm#mcp#python#static-analysis#tree-sitter

Install

pip install git+https://github.com/tirth8205/code-review-graph.git

Claude Desktop config

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "code-review-graph": {
      "command": "uvx",
      "args": [
        "git+https://github.com/tirth8205/code-review-graph.git"
      ]
    }
  }
}

From the README

code-review-graph Stop burning tokens. Start reviewing smarter. English | 简体中文 | 日本語 | 한국어 | हिन्दी AI coding tools re-read your entire codebase on every task. fixes that. It builds a structural map of your code with [Tree-sitter](https://tree-sitter.github.io/tree-sitter/), tracks changes incrementally, and gives your AI assistant precise context via [MCP](https://modelcontextprotocol.io/) so it reads only what matters. All numbers come from the automated evaluation runner against 6 real open-source repositories (13 commits total). Reproduc…

Read full README on GitHub →

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