Code Explainer MCP
C

Code Explainer MCP

A code explanation service based on Cloudflare Worker, providing comprehensive code explanation and visualization through pattern recognition and architecture analysis.
2.5 points
7.7K

What is Code Explainer MCP?

Code Explainer MCP is a powerful tool for analyzing and explaining code. It helps you comprehensively understand the code by generating code structure diagrams, identifying core functions, breaking down components, and extracting existing documentation comments.

How to use Code Explainer MCP?

Simply upload the code and specify the language, and Code Explainer will automatically generate a detailed analysis report for you, including architecture diagrams, function descriptions, and component lists.

Applicable Scenarios

Code Explainer MCP is suitable for developers, teams, and beginners who need to quickly understand complex code logic. Whether it's a personal project or an enterprise-level application, it can provide clear and intuitive assistance.

Main Features

Generate Code Architecture Diagram
Visualize the code structure and show the relationships and data flows between components.
Core Function Analysis
Identify the main purpose of the code and conduct in-depth analysis based on pattern recognition.
Component Breakdown
List the main classes and functions and provide a brief description of their functions.
Multi-language Support
Support code analysis for multiple programming languages (such as JavaScript, Python, Java, etc.).
Documentation Comment Extraction
Prioritize the extraction of JSDoc or Docstring comments in the code.
Secure API
Protect your endpoints through Bearer Token authentication.
Advantages
Easy to use, no need to install additional software.
Support multiple programming languages.
Provide intuitive code structure diagrams and function analysis.
Built-in documentation comment extraction function.
Based on Cloudflare Workers, with stable and reliable performance.
Limitations
For very complex code, further manual inspection may be required.
It depends on the quality of the input code, and poor code may affect the parsing effect.
The current version does not support certain specific advanced syntax features.

How to Use

Deploy the Server
Deploy to Cloudflare Workers according to the steps in the README.
Send a Request
Send a POST request to the server with the code and language parameters.
View the Results
The server will return the code analysis results, including architecture diagrams, function descriptions, and component lists.

Usage Examples

JavaScript Example
Analyze a simple JavaScript function and generate its structure diagram.
Python Example
Parse a Python class and extract its documentation comments.

Frequently Asked Questions

Which programming languages does Code Explainer support?
How to ensure the security of my code?
Does it support custom code parsing rules?

Related Resources

GitHub Repository
Project source code and documentation.
Cloudflare Workers Official Documentation
Learn how to build Workers applications on Cloudflare.
Code Explainer Example
Online demonstration example.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

C
Claude Context
Claude Context is an MCP plugin that provides in - depth context of the entire codebase for AI programming assistants through semantic code search. It supports multiple embedding models and vector databases to achieve efficient code retrieval.
TypeScript
9.6K
5 points
A
Acemcp
Acemcp is an MCP server for codebase indexing and semantic search, supporting automatic incremental indexing, multi-encoding file processing, .gitignore integration, and a Web management interface, helping developers quickly search for and understand code context.
Python
9.6K
5 points
B
Blueprint MCP
Blueprint MCP is a chart generation tool based on the Arcade ecosystem. It uses technologies such as Nano Banana Pro to automatically generate visual charts such as architecture diagrams and flowcharts by analyzing codebases and system architectures, helping developers understand complex systems.
Python
8.6K
4 points
M
MCP Agent Mail
MCP Agent Mail is a mail - based coordination layer designed for AI programming agents, providing identity management, message sending and receiving, file reservation, and search functions, supporting asynchronous collaboration and conflict avoidance among multiple agents.
Python
10.0K
5 points
M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
12.6K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
10.1K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
9.2K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
11.3K
5 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
29.3K
5 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
16.8K
4.5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
55.9K
4.3 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
18.2K
4.3 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#
25.2K
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
52.4K
4.5 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
77.8K
4.7 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
18.9K
4.5 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase