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code-review-graph MCP Server

tirth8205/code-review-graph

Score: 86.4 Rank #706 MCP Server
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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.

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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

Python MIT 78,432 pypi/wk
ai-codingclaudeclaude-codecode-reviewgraphragincrementalknowledge-graphllmmcppythonstatic-analysistree-sitter

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 31,773

31,773 stars → extremely popular

Freshness 25% 6d ago

Last commit 6d ago → actively maintained

Issue Health 25% 67%

285/425 issues closed → decent issue management

Contributors 10% 138

138 contributors → active community

Dependents 25% 22

22 dependents → few downstream users

npm Downloads N/A
PyPI Downloads 13% 78,432/wk

78,432 weekly installs → widely installed

Forks 2,905
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

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AgentRank score for tirth8205/code-review-graph
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Matched Queries

topic:mcp

From the README

<h1 align="center">code-review-graph</h1>

<p align="center">
  <a href="https://trendshift.io/repositories/23329?utm_source=repository-badge&amp;utm_medium=badge&amp;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>
</p>
<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 →

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