"Code Review Graph Visualization Tools and Resources" matching MCP servers:

• better-code-review-graph

  n24q02m

  A

  license

  B

  quality

  A

  maintenance

  Knowledge graph for token-efficient code reviews. Builds a structural map of your codebase with Tree-sitter, tracks changes incrementally, and gives AI agents precise context via MCP tools. Features fixed multi-word search, qualified call resolution, dual-mode embedding (ONNX local + LiteLLM cloud), and output pagination.

  Last updated 2026-07-16

  7

  62

  MIT

• ts-review-graph

  elchika-inc

  A

  license

  -

  quality

  C

  maintenance

  Enables Claude Code to query a TypeScript dependency graph and retrieve the minimal set of files needed for code review, implementation, or debugging.

  Last updated 2026-06-05

  MIT

• Graph-Tools

  dromologue

  F

  license

  -

  quality

  D

  maintenance

  Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.

  Last updated 2025-06-21

• code-review-mcp

  AlanNiew

  A

  license

  A

  quality

  B

  maintenance

  An MCP server that provides local code quality analysis for AI coding assistants, supporting file analysis, git diff review, and full project scanning with quality scoring.

  Last updated 2026-06-18

  4

  2

  MIT
• 

  @shareworker/code-review-mcpofficial

  shareworker

  A

  license

  A

  quality

  C

  maintenance

  Deterministic code review MCP server that provides tools for file selection, rule matching, comment positioning, and reflection, ensuring stable review quality without LLM calls.

  Last updated 2026-07-05

  5

  630

  MIT

• code-review-mcp

  OldJii

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to review GitHub and GitLab pull requests and merge requests, supporting multiple transports and custom review rules.

  Last updated 2026-06-05

  7

  4

  MIT

• Code Review MCP

  shadabbi

  -

  license

  C

  quality

  -

  maintenance

  Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diffs, running static analysis tools (ESLint, Prettier, TypeScript, Semgrep), executing tests, and generating detailed code review reports with inline comments.

  Last updated 2025-08-10

  6

  9

  2,110

  1

• code-graph-mcp

  sdsrss

  A

  license

  -

  quality

  A

  maintenance

  A high-performance code knowledge graph server implementing MCP, indexing codebases into a structured AST knowledge graph with semantic search, call graph traversal, and HTTP route tracing.

  Last updated 2026-07-13

  5,889

  52

  MIT

• Code Graph MCP

  claudioscheer

  A

  license

  -

  quality

  B

  maintenance

  A local MCP server that indexes codebases into Neo4j and provides tools for code analysis, dependency visualization, and impact assessment.

  Last updated 2026-06-19

  58

  MIT

• code-review-mcp

  mawinnattapon

  A

  license

  -

  quality

  B

  maintenance

  An MCP server for automated code review of GitHub pull requests. It checks security, quality, and license issues, and provides tools to list, inspect, and review PRs.

  Last updated 2026-07-03

  14

  MIT

• code-review-automation

  KennyWayn3

  A

  license

  -

  quality

  B

  maintenance

  MCP server for automated code review using AI agents. It analyzes code diffs or file paths for bugs, security issues, and style violations.

  Last updated 2026-07-11

  MIT

• code-graph-mcp

  dorkian

  A

  license

  A

  quality

  C

  maintenance

  Indexes a mono-repo into a knowledge graph and provides MCP tools to query code structure—packages, components, routes, HTTP calls—without file reads or grep round-trips.

  Last updated 2026-07-05

  7

  274

  MIT

• Claude Code Review MCP

  praneybehl

  A

  license

  A

  quality

  F

  maintenance

  An MCP server that provides code review functionality using OpenAI, Google, and Anthropic models, serving as a "second opinion" tool that works with any MCP client.

  Last updated 2025-05-16

  1

  15

  33

  MIT

• open-code-review

  raye-deng

  F

  license

  A

  quality

  B

  maintenance

  AI-powered code review tool that detects AI-generated code defects invisible to traditional linters — hallucinated packages, deprecated APIs, cross-file contradictions, hidden security anti-patterns, and over-engineering. Works as a standalone CLI, GitHub Action, or MCP server. Supports TypeScript, Python, Java, Go, and Kotlin. Free for individuals, no API key required.

  Last updated 2026-04-16

  4

  28

• Code Review Assistant

  dasunmihiranga

  F

  license

  B

  quality

  D

  maintenance

  An MCP server that automates code review by providing syntax checking, code explanation, and improvement suggestions using a multi-agent system.

  Last updated 2025-06-06

  1

  5

• GitLab Code Review MCP Server

  thaihoangminh

  A

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to interact with GitLab merge requests, review code changes, search projects, and create draft comments for code review workflows.

  Last updated 2025-07-03

  14

  MIT

• claude-code-tools

  permacopia3223

  A

  license

  -

  quality

  D

  maintenance

  MCP server providing code review, auto-fix, test running, linting, formatting, and refactor suggestions for Claude Code.

  Last updated 2026-04-18

  MIT

• MCP Code Review Server

  xlian-fe

  A

  license

  -

  quality

  B

  maintenance

  A code review tool that generates detailed HTML review documents by comparing branches or commits, with author filtering and intelligent analysis.

  Last updated 2026-06-10

  77

  1

  MIT

• mcp-gerrit-code-review

  coveyjorjet

  A

  license

  -

  quality

  A

  maintenance

  MCP Server providing AI agents with tooling for Gerrit code review workflows via stdio transport.

  Last updated 2026-06-20

  18

  1

  MIT

• Code Graph Context

  andrew-hernandez-paragon

  A

  license

  -

  quality

  B

  maintenance

  Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

  Last updated 2026-05-13

  68

  16

  MIT