%20--%3e%3cdefs%3e%3cstyle%3e%20.st0%20{%20fill:%20%23061b40;%20}%20.st1%20{%20fill:%20%23306af1;%20}%20.st2%20{%20fill:%20%235ce5cf;%20}%20%3c/style%3e%3c/defs%3e%3cg%3e%3cpath%20class='st0'%20d='M55,10.5h9v3h-9v9h12V7.5h-12v3ZM64,19.5h-6v-3h6v3Z'/%3e%3cpolygon%20class='st0'%20points='69%2016.5%2078%2016.5%2078%2019.5%2069%2019.5%2069%2022.5%2081%2022.5%2081%2013.5%2072%2013.5%2072%2010.5%2081%2010.5%2081%207.5%2069%207.5%2069%2016.5'/%3e%3cpolygon%20class='st0'%20points='95%2010.5%2095%207.5%2083%207.5%2083%2022.5%2095%2022.5%2095%2019.5%2086%2019.5%2086%2016.5%2095%2016.5%2095%2013.5%2086%2013.5%2086%2010.5%2095%2010.5'/%3e%3cpath%20class='st0'%20d='M40,1.5v21h11.6l1.4-1.4v-7.6h0c0,0-1.4-1.5-1.4-1.5l1.4-1.4V2.9l-1.4-1.4h-11.6ZM50,19.5h-7v-6h7v6ZM50,10.5h-7v-6h7v6Z'/%3e%3c/g%3e%3cpath%20class='st1'%20d='M23.1,24L14.7,4.8l-4.9,11.2h3.8l-1.8,4H3.3L12.1,0H2C.9,0,0,.9,0,2v20c0,1.1.9,2,2,2h21.1Z'/%3e%3cpath%20class='st2'%20d='M34,0h-16.8l10.6,24h6.2c1.1,0,2-.9,2-2V2C36,.9,35.1,0,34,0ZM32.5,20h-4V4h4v16Z'/%3e%3c/svg%3e)
Code2prompt
An MCP server based on the Rust library, used to generate context prompts from codebases and help AI assistants better understand and process code repositories.
rating : 2.5 points
downloads : 6.9K
What is Code2Prompt-MCP?
Code2Prompt-MCP is a tool built on the high-performance code2prompt-rs Rust library, used to analyze codebases and generate structured summaries. It helps you convey code information to language models, making it easier for them to understand and process your code repository.How to use Code2Prompt-MCP?
You can start the server and begin generating code prompts in just a few simple steps. You can directly run the server and then input the code path or project address as needed.Applicable Scenarios
Suitable for any developer who wants to improve code readability and efficiency, especially teams that need to collaborate with AI frequently.Main Features
Code Analysis and Summary Generation
Automatically parse code files and extract key information to generate easy-to-understand context prompts.
Support for Multiple Programming Languages
Compatible with mainstream programming languages such as Python, Java, JavaScript, etc.
High Efficiency
Utilize Rust's underlying optimization to ensure fast processing of large-scale codebases.
Flexible Integration
Supports independent operation or seamless docking with other development tools.
Advantages
Improve code understanding speed
Reduce the need for manual intervention
Strong cross-platform compatibility
Limitations
Require installation of specific dependency environments
May be slightly slower for extremely large-scale codebases
How to Use
Install Dependencies
First, ensure that the Rye tool is installed, and then run the command to install all necessary dependencies.
%20--%3e%3cdefs%3e%3cstyle%3e%20.st0%20{%20fill:%20%230080ff;%20}%20%3c/style%3e%3c/defs%3e%3cpath%20class='st0'%20d='M16.2,11.1c.4.5.4,1.2,0,1.8l-4.7,7.1h-3.8l5.3-8L7.6,4h3.8l4.7,7.1Z'/%3e%3c/svg%3e)
Start the Server
Execute the following command to start the Code2Prompt-MCP service.
Usage Examples
Generate Code Prompts
Use the project directory as input to generate structured prompts.
Check Server Status
Use the Inspector tool to verify whether the service is working properly.
Frequently Asked Questions
Which programming languages does Code2Prompt-MCP support?
How to solve the problem of failed dependency installation?
What should I do if I can't access the server after it starts?
Related Resources
GitHub Code Repository
The open-source code repository for Code2Prompt-MCP.
Rust Official Website
Learn the basics of the Rust programming language.
Rye Installation Guide
Learn how to install and use the Rye tool.
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
15.0K
4.5 points
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
24.0K
5 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
17.0K
4.3 points
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
46.4K
4.3 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
46.7K
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#
19.5K
5 points
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
15.1K
4.5 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
30.0K
4.8 points