"Using LLM for Automated Code Review and Validation" matching MCP servers:

• 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

  9

  2,556

  1

• GitLab MCP for Code Review

  mehmetakinn

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.

  Last updated 2025-05-15

  44

  MIT

• Code Review MCP Server

  crazyrabbitLTC

  F

  license

  A

  quality

  D

  maintenance

  Analyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations, supporting multiple LLM providers including OpenAI, Anthropic, and Gemini.

  Last updated 2025-03-24

  2

  33

• 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

  145

  33

  MIT

• open-code-review

  raye-deng

  F

  license

  A

  quality

  A

  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

  23

• mcp-gerrit-code-review

  coveyjorjet

  A

  license

  -

  quality

  B

  maintenance

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

  Last updated 2026-05-12

  1

  MIT

• GitLab Code Review MCP Server

  thaihoangminh

  A

  license

  -

  quality

  C

  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

  38

  MIT

• GitLab Code Review MCP

  lininn

  A

  license

  -

  quality

  C

  maintenance

  Enables AI assistants to review GitLab merge requests by fetching diffs, analyzing code changes, adding comments, and managing approvals through the GitLab API. Supports comprehensive merge request analysis and version comparison for automated code review workflows.

  Last updated 2025-08-26

  3

  MIT

• WordPress Code Review MCP

  miniOrangeDev

  A

  license

  A

  quality

  B

  maintenance

  A lightweight, configurable server that fetches coding guidelines, security rules, and validation patterns from external sources to help development teams maintain code quality standards in WordPress projects.

  Last updated 2025-10-26

  3

  5

  MIT

• GitLab MCP Code Review

  ffpy

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.

  Last updated 2025-12-03

  12

  3

  MIT

• Code Review MCP Server

  danielefavi

  A

  license

  B

  quality

  B

  maintenance

  Connects LLMs to GitHub and GitLab to analyze pull and merge requests for logic, security, and architectural alignment. It provides tools for fetching diffs, file contents, and project metadata, alongside guided prompts for professional code reviews.

  Last updated 2026-01-25

  10

  11

  ISC

• AI Code Review MCP Server

  namph-kozocom

  A

  license

  B

  quality

  C

  maintenance

  Integrates GitHub repository management and local file system access to enable AI agents to perform code reviews and manage pull requests. It provides tools for listing repositories, retrieving PR diffs, and searching or reading files within a specified workspace.

  Last updated 2026-01-26

  7

  35

  MIT

• better-code-review-graph

  n24q02m

  -

  license

  -

  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 2026-05-18

  47

• Review-Code

  xiaobenyang-com

  A

  license

  B

  quality

  D

  maintenance

  A code review tool server based on Model Context Protocol (MCP), providing multi-dimensional code review and scoring functions.

  Last updated 2026-01-09

  4

  2

  Apache 2.0

• GitHub Code Review MCP Server

  milind-kulshrestha

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server that provides read-only access to GitHub repositories, enabling AI assistants to perform code reviews without write permissions.

  Last updated 2025-05-28

  MIT

• Gerrit Review MCP Server

  cayirtepeomer

  A

  license

  -

  quality

  C

  maintenance

  Provides integration with Gerrit code review system, allowing AI assistants to fetch change details and compare patchset differences for code reviews.

  Last updated 2025-11-14

  38

  MIT

• Confluence-Based Code Review

  nakada-memo

  F

  license

  -

  quality

  C

  maintenance

  An MCP server that performs code reviews by comparing local source code against design documents stored in Confluence. It integrates with Atlassian MCP servers to analyze documentation and provide suggestions for quality improvement based on design specifications.

  Last updated 2025-08-30

• Review MCP Server

  je4550

  F

  license

  A

  quality

  C

  maintenance

  Enables Claude to perform thorough code reviews by integrating with Codex and Gemini CLIs to provide senior-level feedback on code quality, security, performance, and best practices. Supports reviewing code snippets, individual files, or entire directories with automatic detection of available review tools.

  Last updated 2025-10-13

  4

• llm-context

  cyberchitta

  A

  license

  B

  quality

  D

  maintenance

  Share code context with LLMs via MCP or clipboard

  Last updated 2026-05-17

  4

  300

  Apache 2.0

• mcp-llm

  sammcj

  A

  license

  B

  quality

  C

  maintenance

  An MCP server that provides LLMs access to other LLMs

  Last updated 2025-03-15

  4

  30

  78

  MIT