C

Code Review

A code review server based on the MCP protocol, providing structured code analysis services using Repomix and LLMs technology
2.5 points
26

What is the Code Review Server?

The Code Review Server is a tool based on the Model Context Protocol (MCP). It uses Repomix and Large Language Models (LLMs) to analyze and review codebases. It can flatten codebases, generate structured code review reports, and provide specific improvement suggestions.

How to use the Code Review Server?

By installing and configuring the Code Review Server, you can easily call its provided APIs to analyze and review codebases. You can start your code review process in just a few steps.

Applicable Scenarios

The Code Review Server is suitable for scenarios where a comprehensive inspection of the codebase is required, potential problems need to be identified, and optimization suggestions need to be provided. For example, it can be used for quality control during the development process or for pre - code - submission reviews.

Main Features

Code FlatteningConvert complex codebase structures into an easy - to - understand and analyze form through Repomix.
LLM - Based Code ReviewUse large language models to conduct in - depth analysis of the code and generate detailed review reports.
Multi - Provider SupportSupport multiple LLM providers, such as OpenAI, Anthropic, and Gemini, to meet different needs.
Code ChunkingAutomatically split large codebases into chunks suitable for the context size of LLMs.

Advantages and Limitations

Advantages
Quickly identify potential problems and vulnerabilities in the code
Support multiple LLM providers, offering high flexibility
Generate structured code review reports for easy follow - up improvements
Limitations
It may take longer to process very large codebases
It depends on external APIs, and network conditions may affect performance

How to Use

Install the Server
Clone the code repository and install dependencies to set up the environment.
Configure the Server
Create a `.env` file and fill in the necessary configuration information, such as the API key of the LLM provider.
Start the Server
Run the built code to start the MCP server.

Usage Examples

Analyze the Entire CodebaseThis example demonstrates how to analyze the entire codebase and generate a review report.
Focus on Specific File TypesThis example demonstrates how to analyze only specific types of files.

Frequently Asked Questions

How to choose an LLM provider?
Does the Code Review Server support custom models?

Related Resources

Official Documentation
Complete server usage guide and API reference.
GitHub Repository
Code repository address.
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
N
Notte Browser
Certified
Notte is an open-source full-stack network AI agent framework that provides browser sessions, automated LLM-driven agents, web page observation and operation, credential management, etc. It aims to transform the Internet into an agent-friendly environment and reduce the cognitive burden of LLMs by describing website structures in natural language.
666
4.5 points
S
Search1api
The Search1API MCP Server is a server based on the Model Context Protocol (MCP), providing search and crawling functions, and supporting multiple search services and tools.
TypeScript
348
4 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
838
4.3 points
B
Bing Search MCP
An MCP server for integrating Microsoft Bing Search API, supporting web page, news, and image search functions, providing network search capabilities for AI assistants.
Python
234
4 points
M
MCP Alchemy
Certified
MCP Alchemy is a tool that connects Claude Desktop to multiple databases, supporting SQL queries, database structure analysis, and data report generation.
Python
335
4.2 points
P
Postgresql MCP
A PostgreSQL database MCP service based on the FastMCP library, providing CRUD operations, schema inspection, and custom SQL query functions for specified tables.
Python
117
4 points
M
MCP Scan
MCP-Scan is a security scanning tool for MCP servers, used to detect common security vulnerabilities such as prompt injection, tool poisoning, and cross-domain escalation.
Python
625
5 points
A
Agentic Radar
Agentic Radar is a security scanning tool for analyzing and assessing agentic systems, helping developers, researchers, and security experts understand the workflows of agentic systems and identify potential vulnerabilities.
Python
562
5 points
Featured MCP Services
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
838
4.3 points
M
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
G
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
100
4.3 points
N
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
152
4.5 points
F
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
6.7K
4.5 points
U
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#
573
5 points
C
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
M
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
761
4.8 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase