"Resources or tools for conducting a code review" matching MCP servers:

• GitLab MCP for Code Review

  mehmetakinn

  -

  security

  A

  license

  -

  quality

  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

  43

  MIT

• Review-Code

  xiaobenyang-com

  A

  security

  A

  license

  -

  quality

  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

• Code Review MCP

  shadabbi

  A

  security

  -

  license

  -

  quality

  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

  3,006

  1

  MIT

• open-code-review

  raye-deng

  A

  security

  F

  license

  A

  quality

  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

  13

• GitLab Code Review MCP Server

  thaihoangminh

  -

  security

  F

  license

  -

  quality

  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

  13

• GitLab Code Review MCP

  lininn

  -

  security

  A

  license

  -

  quality

  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

• Claude Code Review MCP

  praneybehl

  A

  security

  A

  license

  -

  quality

  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

  283

  31

  MIT

• AI Code Review MCP Server

  namph-kozocom

  A

  security

  F

  license

  -

  quality

  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

  16

• Code Review MCP Server

  danielefavi

  A

  security

  F

  license

  B

  quality

  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

  13

• GitLab MCP Code Review

  ffpy

  A

  security

  A

  license

  -

  quality

  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

• better-code-review-graph

  n24q02m

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  security

  -

  license

  -

  quality

  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 2026-04-17

  18

  MIT

• Code Review MCP Server

  crazyrabbitLTC

  A

  security

  F

  license

  -

  quality

  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
• 

  SEO Review Tools - MCP serverofficial

  SEO-Review-Tools

  A

  security

  F

  license

  -

  quality

  Get access to real-time SEO data, including: keyword insights, backlink data, traffic estimates and more. Allow AI tools and Large Language Models (LLMs) to tap into the real-time SEO Review Tools API with natural language commands.

  Last updated 2025-06-11

  8

  2

  4

• WordPress Code Review MCP

  miniOrangeDev

  A

  security

  A

  license

  -

  quality

  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

• GitHub Code Review MCP Server

  milind-kulshrestha

  -

  security

  F

  license

  -

  quality

  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

• Confluence-Based Code Review

  nakada-memo

  -

  security

  F

  license

  -

  quality

  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
• 

  Robot Resources Routerofficial

  robot-resources

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  security

  A

  license

  -

  quality

  LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.

  Last updated 2026-03-20

  25

  1

  MIT

• Database Tools for Claude AI

  elber-code

  A

  security

  F

  license

  -

  quality

  MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.

  Last updated 2025-04-17

  1

  11

  4

• Robot Resources Scraper

  robot-resources

  A

  security

  A

  license

  B

  quality

  Web scraper and token compressor that converts HTML to clean markdown with 70-80% fewer tokens. Single-page compression and multi-page BFS crawling with auto-fallback fetch modes.

  Last updated 2026-03-20

  2

  27

  1

  MIT

• Gerrit Review MCP Server

  cayirtepeomer

  -

  security

  F

  license

  -

  quality

  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

• AWS Resources MCP Server

  baryhuang

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.

  Last updated 2025-08-13

  1

  23

  MIT

• Review MCP Server

  je4550

  A

  security

  F

  license

  -

  quality

  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

• Google OR-Tools server

  Jacck

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  security

  A

  license

  -

  quality

  MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution

  Last updated 2024-12-26

  18

  MIT

• Yes or No MCP

  a-polishchuk

  A

  security

  F

  license

  -

  quality

  A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.

  Last updated 2025-06-04

  1

  3

• A-MEM: Agentic Memory System

  tobs-code

  -

  security

  F

  license

  -

  quality

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  6

• MCP Review Server

  jonels-msft

  A

  security

  F

  license

  -

  quality

  A specialized code review service that provides 36+ critics for different programming aspects and 3 fixing strategies to automatically address identified issues in a two-step workflow.

  Last updated 2026-02-05

• MCP Tools for Obsidian

  jacksteamdev

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  security

  A

  license

  -

  quality

  A local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.

  Last updated 2025-07-13

  748

  MIT

• GitLab Review MCP

  lininn

  A

  security

  A

  license

  -

  quality

  Enables code review operations on GitHub and GitLab, including fetching pull/merge requests, viewing diffs, adding comments, analyzing code quality, and creating merge requests directly from your MCP client.

  Last updated 2025-12-30

  15

  13

  4

  MIT

• CHOFF-A-MCP (Anamnesis)

  dd-dent

  -

  security

  A

  license

  -

  quality

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• GitHub Code Review Assistant

  sanjanaspanda

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  security

  A

  license

  -

  quality

  Enables AI assistants to perform comprehensive GitHub pull request code reviews, including analysis of code patterns, complexity, and security issues, while managing review comments and ensuring compliance with team coding standards.

  Last updated 2025-11-02

  2

  MIT

• Steam Review MCP

  fenxer

  A

  security

  A

  license

  -

  quality

  Enables LLMs to retrieve and analyze Steam game reviews, providing access to review statistics, game information, and helping summarize pros and cons of games.

  Last updated 2026-01-28

  1

  34

  5

  MIT

• GitHub PR Review Server

  heruujoko

  -

  security

  F

  license

  -

  quality

  Enables automated GitHub Pull Request reviews using local Ollama, Cursor CLI, or Gemini CLI as AI providers. Supports customizable review prompts, comprehensive PR analysis, and optional auto-posting of reviews to GitHub.

  Last updated 2025-10-11

  21

  5

• A-Share MCP Server

  firmmaple

  -

  security

  A

  license

  -

  quality

  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  23

  MIT

• Gemini MCP Server for Claude

  raydollete

  A

  security

  A

  license

  -

  quality

  Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.

  Last updated 2026-04-14

  3

  Apache 2.0

• MCP Tools

  dlightyupgrade

  -

  security

  F

  license

  -

  quality

  A modular multi-server architecture providing development automation, JIRA management, and performance reporting for Claude Code. It features specialized tools for PR health analysis, code reviews, and generating comprehensive team and individual quarterly reports.

  Last updated 2025-08-09

• Git Code Review MCP

  AyoubTRD

  -

  security

  F

  license

  -

  quality

  Enables AI assistants to perform code reviews by providing access to staged files, git diffs, and repository file content. It allows users to evaluate changes and context within any local git repository before committing or pushing.

  Last updated 2025-07-20

  5

• Development Tools MCP Server

  code-alchemist01

  A

  security

  A

  license

  -

  quality

  Provides comprehensive code analysis (quality, complexity, linting, dependencies, security) and web scraping capabilities (static/dynamic content, API discovery) for development workflows.

  Last updated 2025-11-15

  42

  8

  2

  MIT

• Literature Review MCP Server

  ydzat

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  security

  A

  license

  -

  quality

  An academic paper management tool that enables multi-source research searching, batch PDF analysis, and the generation of comprehensive, cross-literature reviews. It features intelligent token compression and quality evaluation to streamline the literature review workflow for researchers.

  Last updated 2025-12-20

  18

  17

  MIT

• PR Review MCP Server

  UtakataKyosui

  A

  security

  A

  license

  -

  quality

  Enables management of GitHub pull request review threads through natural language, allowing users to list, reply to, and resolve PR review comments using GitHub's GraphQL API.

  Last updated 2025-12-10

  4

  MIT

• PR Review MCP Server

  IskanderAl

  -

  security

  A

  license

  -

  quality

  Connects Claude to GitHub Pull Requests to fetch and filter code diffs for AI-assisted reviews. It enables listing open PRs and analyzing changes while automatically excluding binary and asset files to focus on relevant code.

  Last updated 2026-02-22

  22

  MIT

• MCP Component Review

  igorvieira

  -

  security

  A

  license

  -

  quality

  Analyzes React component changes by performing structural analysis and generating visual diffs to identify pixel-level differences. It integrates with Figma to validate implementation compliance against design specifications and automates component reviews across git branches.

  Last updated 2026-02-20

  MIT

• Frontend Review MCP

  zueai

  A

  security

  F

  license

  -

  quality

  An MCP server that visually reviews UI edit requests by comparing screenshots before and after edits, ensuring changes satisfy user requests.

  Last updated 2025-02-26

  1

  9

  31

• No-as-a-Service (NoaaS)

  Koneisto

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  security

  A

  license

  -

  quality

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  4

  MIT

• Code Buddy

  Abhi-vish

  A

  security

  A

  license

  -

  quality

  A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.

  Last updated 2025-12-08

  28

  6

  MIT

• Code-MCP

  millsydotdev

  A

  security

  F

  license

  -

  quality

  Turns AI assistants into full-stack software engineers with 36 tools for cognitive reasoning, code validation, project scaffolding, and AI/IDE configuration generation across 130+ programming languages, databases, and frameworks.

  Last updated 2025-12-08

  35

  15

  MIT

• MCP Tools

  joehuangcoding

  -

  security

  A

  license

  -

  quality

  A local Model Context Protocol (MCP) server that exposes custom tools to Claude Desktop, enabling direct interaction with your local environment. It provides a framework for building and integrating custom TypeScript tools into the Claude interface.

  Last updated 2026-03-08

  8

  MIT

• Chainflip Broker as a Service

  CumpsD

  -

  security

  A

  license

  -

  quality

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  10

  MIT

• Simple Code Review Assistant

  Sharath-ts-07

  -

  security

  F

  license

  -

  quality

  Enables AI models to access GitHub repository information and search local documentation files. Provides three basic tools: fetching repository details, retrieving file contents from GitHub, and searching through local markdown documentation.

  Last updated 2026-01-08

• Registry Review MCP Server

  gaiaaiagent

  -

  security

  F

  license

  -

  quality

  Automates carbon credit project registration document review, transforming 6-8 hour manual reviews into 60-90 minute guided workflows with automated document discovery, evidence extraction, cross-validation, and compliance report generation.

  Last updated 2026-02-10

• A-Share MCP Server

  24mlight

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  641

  MIT