code-review-graph MCP Server
tirth8205/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 context reductions on reviews and large-repo workflows.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
tirth8205/code-review-graph is a Python tool licensed under MIT. 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 context reductions on reviews and large-repo workflows. Topics: ai-coding, claude, claude-code, code-review, graphrag, incremental, knowledge-graph, llm, mcp, python, static-analysis, tree-sitter.
Ranked #706 out of 24840 indexed tools.
In the top 3% of all indexed tools.
Has 31,773 GitHub stars.
Used by 22 other projects.
Has 138 contributors.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
31,773 stars → extremely popular
Last commit 6d ago → actively maintained
285/425 issues closed → decent issue management
138 contributors → active community
22 dependents → few downstream users
78,432 weekly installs → widely installed
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
Matched Queries
From the README
<h1 align="center">code-review-graph</h1>
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<a href="https://trendshift.io/repositories/23329?utm_source=repository-badge&utm_medium=badge&utm_campaign=badge-repository-23329"
target="_blank"
rel="noopener noreferrer">
</a>
</p>
<p align="center">
<strong>A local code knowledge graph that gives AI coding tools precise review context over MCP.</strong>
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<p align="center">
<a href="README.md">English</a> |
<a href="README.zh-CN.md">简体中文</a> |
<a href="README.ja-JP.md">日本語</a> |
<a href="README.ko-KR.md">한국어</a> |
<a href="README.hi-IN.md">हिन्दी</a>
</p>
<p align="center">
<a href="https://pypi.org/project/code-review-graph/"></a>
<a href="https://pepy.tech/project/code-review-graph"></a>
<a href="https://github.com/tirth8205/code-review-graph/stargazers"></a>
<a href="https://opensource.org/licenses/MIT"></a>
<a href="https://github.com/tirth8205/code-review-graph/actions/workflows/ci.yml"></a>
<a href="https://w Read full README on GitHub → Get the weekly AgentRank digest
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