Code Review Graph

Name: Code Review Graph
Author: tirth8205

code-review-graph · by tirth8205

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.

32.3k 3 tools GitHub PyPI

No known CVEs

MIT license

Actively maintained

Last commit 5d ago

Works with most clients

Transport: stdio, sse, http

3 tools · ~227 tok

Grade A · 0.1% of 200K ctx

MCPpedia last refreshed this data 41m ago

This server has been archived and is no longer actively maintained.

Edit this pageView history

Code Review Graph is an MCP server that 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. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 78/100 on MCPpedia's security, maintenance and efficiency rubric.

Developer Tools

Step 1

Install in your client

Config is the same across clients - only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "code-review-graph": {
      "args": [
        "serve",
        "--tools",
        "query_graph_tool,semantic_search_nodes_tool,detect_changes_tool,get_review_context_tool"
      ],
      "command": "code-review-graph"
    }
  }
}

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[![MCPpedia Score](https://mcppedia.org/api/badge/code-review-graph)](https://mcppedia.org/s/code-review-graph)

Read me

What Code Review Graph does

AI coding tools re-read your entire codebase on every task. code-review-graph fixes that. It builds a structural map of your code with Tree-sitter, tracks changes incrementally, and gives your AI assistant precise context via MCP so it reads only what matters.

Test This Server

This server supports HTTP transport. Be the first to test it - help the community know if it works.

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Scored, not listed

Why this score

Five weighted categories - click any category to see the underlying evidence.

Score breakdown

78/100across 5 weighted dimensions

How we score →

0255075100

−22

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked code-review-graph against OSV.dev.

Inventory

Tools (3)

Click any tool to inspect its schema.

~227 tokens total

Inventory

Resources (1)

code_graph_database

SQLite database storing the parsed code graph with nodes (functions, classes, imports) and edges (calls, inheritance, test coverage)

.code-review-graph/graph.db

Inventory

Prompts (1)

build_code_review_graph_prompt

Instructs the AI assistant to build the code review graph for the project

Community

Reviews

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Frequently Asked Questions

Is Code Review Graph safe to use?: Code Review Graph has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under MIT.
How do I install Code Review Graph?: Code Review Graph supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Code Review Graph do?: Code Review Graph provides 3 tools: build_code_review_graph, analyze_blast_radius, query_graph. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Code Review Graph?: Code Review Graph is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is Code Review Graph actively maintained?: Code Review Graph is actively maintained - last commit was 5 days ago. It has 32,302 GitHub stars.

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Community

Discussion

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Has anyone used this with Cursor?How do you handle auth?Any alternatives?

{ "mcpServers": { "code-review-graph": { "args": [ "serve", "--tools", "query_graph_tool,semantic_search_nodes_tool,detect_changes_tool,get_review_context_tool" ], "command": "code-review-graph" } } }

code-review-graph

A local code knowledge graph that gives AI coding tools precise review context over MCP.

AI coding tools often re-read large parts of a codebase to review a change. code-review-graph builds a structural map of the code with Tree-sitter, keeps it updated incrementally, and serves compact context over MCP, so the assistant reads only the files a change touches.

The Token Problem: reading flask's whole corpus costs 143,594 tokens, a graph answer costs 2,196 (65x fewer)

Quick Start

pip install code-review-graph # or: pipx install code-review-graph code-review-graph install # detect installed AI coding tools and configure each one code-review-graph build # parse the codebase

install detects which AI coding tools you have, writes an MCP server entry for each, installs hooks and skills where the platform supports them, and adds graph instructions to the platform's rules file. The MCP entry uses poetry run or uv run inside a Poetry or uv project environment, uvx code-review-graph serve when uvx is on PATH, and otherwise the current Python interpreter. Restart the editor or tool afterwards.

Frequently Asked Questions

Is Code Review Graph safe to use?

Code Review Graph has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under MIT.

How do I install Code Review Graph?

Code Review Graph supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can Code Review Graph do?

Code Review Graph provides 3 tools: build_code_review_graph, analyze_blast_radius, query_graph. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Code Review Graph?

Code Review Graph is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is Code Review Graph actively maintained?

Code Review Graph is actively maintained - last commit was 5 days ago. It has 32,302 GitHub stars.

code-review-graph

A local code knowledge graph that gives AI coding tools precise review context over MCP.

English | 简体中文 | 日本語 | 한국어 | हिन्दी

Usage · Commands · FAQ · Troubleshooting · GitHub Action · Reproducing the benchmarks · Roadmap

Quick Start

pip install code-review-graph          # or: pipx install code-review-graph
code-review-graph install              # detect installed AI coding tools and configure each one
code-review-graph build                # parse the codebase

... View full README on GitHub