Zen MCP is a multi-model AI collaborative development server that provides enhanced workflow tools and cross-model context management for AI coding assistants such as Claude and Gemini CLI. It supports seamless collaboration of multiple AI models to complete development tasks such as code review, debugging, and refactoring, and can maintain the continuation of conversation context between different workflows.

The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.

The AI Development Assistant MCP Server is an AI - based code development toolkit that provides functions such as code architecture generation, UI screenshot analysis, and code review, specifically designed for Cursor.

This project builds a bridge between Claude Code and Google Gemini AI, enabling direct calls to Gemini in the Claude Code environment for Q&A, code review, and creative brainstorming, providing a convenient AI collaboration tool.

The MAGI MCP Server is a server implementation of a code review system based on the Model Context Protocol (MCP), providing standardized interfaces for code submission and review processes, and supporting multi - agent reviews and majority decision - making mechanisms.

An AI mentor server based on the Model Context Protocol, providing second - opinion services such as code review, design evaluation, writing feedback, and creative brainstorming through Deepseek - Reasoning

Yellhorn MCP is a model context protocol server that provides full codebase context support for code assistants by integrating the capabilities of Gemini and OpenAI, enabling development task planning, code review, and isolated environment creation.

An intelligent Pull Request analysis assistant that integrates GitHub and Notion to achieve automated code review document generation.

This project is an MCP server integrated with the Gerrit code review system, providing functions such as fetching change details and comparing patch set differences to assist AI assistants in code review.

The Chain of Draft Server is an AI-driven development tool that helps developers optimize design, code, and decision-making through systematic iterative improvement.

aica is an open - source, customizable, cross - platform AI code analysis tool that supports functions such as code review, automatic knowledge retrieval, and commit information generation, and can be integrated with GitHub Actions.

A locally prioritized and agent-agnostic model context protocol server based on the Auggie SDK, providing codebase semantic search, file retrieval, intelligent planning, code review, and cross-session memory functions. It supports integration with multiple MCP clients.

MCP as a Judge is a behavioral MCP server that acts as a validation layer between AI coding assistants and LLMs. By enforcing evidence - based research, code quality reviews, and human decision - making intervention, it ensures the generation of safer and higher - quality code.

The Bitbucket MCP Server is a service that provides tools to interact with the Bitbucket API. It supports Bitbucket Cloud and Server and includes functions such as PR lifecycle management, branch management, file operations, and code reviews.

apktool-mcp-server is an MCP server based on Apktool, integrating large language models (such as Claude), providing real-time reverse engineering support, including vulnerability analysis, manifest parsing, and code review.

AI development assistant toolkit that provides code architecture, screenshot analysis, code review, and file reading functions

SecureAnnex MCP Server is a tool for analyzing the security of browser extensions, providing functions for querying, analyzing, and evaluating the security of extensions, including vulnerability detection, signature check, code review, etc.

A Ruby-based AI pair programming MCP server that provides AI-assisted programming functions such as code review, brainstorming, performance analysis, and security check through OpenRouter.

AI code review and issue repair agent for analyzing codebases, detecting security vulnerabilities, reviewing code quality, and providing repair suggestions based on Sentry error logs.

An Azure code review server project based on TypeScript

This is an MCP server project that allows users to define AI sub - agents for specific tasks (such as code review, test writing) in Markdown files and execute them in any MCP - compatible tool through the Cursor, Claude Code, or Gemini CLI backends, realizing the reuse of AI sub - agent workflows across IDEs.

A developer helper tool named COCO that provides code review and pair programming assistance functions, and can help developers improve code quality through questions.

A Cursor plugin tool that automatically generates Git differences and performs code reviews based on the MCP protocol, supporting GitHub PR review and Notion integration.

The MCP protocol service for Bitbucket Server, providing Pull Request management functions

An MCP server for GitLab code review that enables AI assistants to review merge requests via the GitLab API, providing complete change analysis, file difference comparison, and review management functions.

An enterprise - level AI assistant system based on the Model Context Protocol, with intelligent server selection, text analysis, code review, sentiment analysis, and knowledge management functions, providing an aesthetically pleasing Web interface.

An MCP server tool that simulates the tone of senior developers for code review

A code review tool designed for Cursor IDE, which uses OpenAI's GPT model to provide intelligent code analysis and suggestions.

The GLM-4.6 MCP Server is an enterprise-level architecture consulting protocol bridging service that connects Claude 4.5 Sonnet and GLM-4.6 through the model context protocol, providing system design, scalability patterns, and technical decision-making support. It supports functions such as code architecture analysis, system architecture design, and decision review.

An MCP server integrated with an AI code editor that optimizes Cursor's proxy capabilities through the million - token context window of Gemini 2.5 and task management features.

The GitHub MCP server provides AI-assisted tools such as code review, PR analysis, and security detection, and supports local and Docker deployment.

The Gemini UI Design Server is an enterprise-level UI/UX design and front-end implementation expert system based on the MCP protocol, providing professional UI component design, code review, front-end code generation, and architecture consultation services by integrating Google Gemini 2.5 PRO.

The GitHub Code Review Assistant MCP Server provides intelligent tools to analyze PR code patterns, propose improvement suggestions, check compliance with team standards, and support a complete code review workflow.

An automated code documentation generation tool based on the OpenRouter API that automatically generates documentation, test plans, and code review reports by analyzing the directory structure and file content of the code library.

An automated code documentation generation tool based on the OpenRouter API that intelligently generates documentation, test plans, and code review reports by analyzing the codebase structure and content.

The MCP server of Claude Code, which realizes functions such as code explanation, review, and repair through local calls

A Python - based code review system that integrates the programming principles of Martin Fowler and Robert C. Martin and provides AI - assisted code review services.

An MCP server project that provides a service for automatically selecting the OpenAI O3 or Google Gemini 2.5 Pro model based on the number of tokens, supports recursive embedding of file paths in prompts, and is suitable for code review and solving complex problems.

A production-level MCP server integrated with the DeepSeek API, providing functions such as code review, file management, and API account management, supporting multi-model selection and JSON-formatted responses.

A lightweight and configurable WordPress code review MCP server that supports dynamic retrieval of development specifications and security rules from external URLs.