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.

30.9k 3 tools GitHub PyPI

No known CVEs

MIT license

Actively maintained

Last commit 4d 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 18h ago

This server has been archived and is no longer actively maintained.

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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 80/100 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.

Scored, not listed

Why this score

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

Score breakdown

80/100across 5 weighted dimensions

How we score →

0255075100

−20

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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How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Code Review Graph safe to use?: Code Review Graph has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. 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 4 days ago. It has 30,860 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" } } }

Frequently Asked Questions

Is Code Review Graph safe to use?

Code Review Graph has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. 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 4 days ago. It has 30,860 GitHub stars.