
Gitlab MCP Server
Certified
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.
TypeScript
4.8K
4.3 points

Custom GitLab MCP Server
An AI-based code review tool for GitLab merge requests that uses Anthropic's Claude model to automatically analyze code quality, style, and security issues and provides review suggestions.
TypeScript
3.4K
2 points

Awesome Cursor Mpc Server
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.
TypeScript
5.2K
4 points

MAGI Code Review
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.
Python
3.3K
2.5 points

Mentor MCP Server
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
TypeScript
4.9K
2.5 points

Github PR Helper
The GitHub PR Helper is a tool based on the GitHub CLI that provides PR creation and code review functions
JavaScript
3.3K
2 points

Crazyrabbitltc MCP Code Review Server
A custom code review server based on the MCP protocol that uses Repomix and large language models for code analysis and provides structured review reports.
TypeScript
3.4K
2 points

Aica
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.
TypeScript
3.5K
2.5 points

MCP Chain Of Draft Server
The Chain of Draft Server is an AI-driven development tool that helps developers optimize design, code, and decision-making through systematic iterative improvement.
TypeScript
3.4K
2.5 points

Windsurf Tools
AI development assistant toolkit that provides code architecture, screenshot analysis, code review, and file reading functions
TypeScript
3.3K
2.5 points

MCP Revisor Server
An Azure code review server project based on TypeScript
TypeScript
3.3K
2.5 points

Code Review MCP Server
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.
TypeScript
3.4K
2.5 points

Cyanheads Mentor MCP Server
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
TypeScript
3.2K
2 points

MCP Server Demo
The GitHub Code Review MCP service is a code review tool based on Claude AI, providing automated code review, security vulnerability scanning, performance analysis, etc. for GitHub repositories, and supporting integration with the MCP protocol.
Python
3.5K
2 points

Progmo MCP Server
An intelligent agent for handling programming assistance tasks, supporting functions such as knowledge management, documentation-driven development, code review, and test management.
Rust
3.3K
2 points

Bitbucket Server MCP Server
The MCP protocol service for Bitbucket Server, providing Pull Request management functions
TypeScript
3.6K
2.5 points

Code Reviewer MCP
A GitHub code review server based on the Model Context Protocol that provides automated code review services for Pull Requests by integrating OpenRouter's AI models.
TypeScript
3.4K
2 points

Codechecker MCP
A code review tool designed for Cursor IDE, which uses OpenAI's GPT model to provide intelligent code analysis and suggestions.
Python
3.3K
2.5 points

Grumpydev MCP
An MCP server tool that simulates the tone of senior developers for code review
JavaScript
3.4K
2.5 points

Task Manager MCP
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.
TypeScript
3.5K
2.5 points

Autodocument
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.
TypeScript
3.5K
2.5 points

MCP Experts
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.
Python
3.2K
2.5 points

MCP Sage
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.
JavaScript
3.4K
2.5 points

Deepseekmcp
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.
Go
3.3K
2.5 points

Cosa SAI (Gemini Docs)
A document query MCP server based on the Gemini API, providing intelligent Q&A services for technical documents.
TypeScript
3.5K
2.5 points

MCP Server Code Review
A server implementing the MCP protocol that connects Cursor via the OpenRouter API, providing code review and AI chat functions, supporting multi-language project analysis and context processing.
JavaScript
3.2K
2 points

MCP Server Lgtm
A TypeScript - based MCP server for fetching random LGTM (Looks Good To Me) images, suitable for developer communication scenarios such as code reviews.
TypeScript
3.3K
2 points

MCP Gh Pr Mini
An MCP server for interacting with GitHub pull requests
JavaScript
3.5K
2 points

Degenduel MCP
This is an AI Development Assistant MCP Server project that provides intelligent coding assistance tools, including code architecture generation, UI screenshot analysis, and code review functions. It is mainly used for tutorial demonstrations rather than production environments.
TypeScript
3.2K
2 points

Github PR MCP Server
An MCP server built on TypeScript for analyzing GitHub pull requests.
JavaScript
3.3K
2.5 points
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Featured MCP Services

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.7K
5 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
823
4.3 points

Gitlab MCP Server
Certified
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.
TypeScript
79
4.3 points

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
130
4.5 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
554
5 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.6K
4.5 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
5.2K
4.7 points

Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
745
4.8 points