Code2prompt Mcp
What is Code2prompt Mcp
code2prompt-mcp is an MCP server that generates contextual prompts from codebases, facilitating AI assistants’ understanding and interaction with code repositories.
Use cases
Use cases include generating documentation from code, assisting developers with code comprehension, and enhancing AI model training with relevant code context.
How to use
To use code2prompt-mcp, clone the repository, install dependencies using Rye, and run the server with the command ‘rye run python code2prompt_mcp.main’.
Key features
Key features include leveraging the code2prompt-rs Rust library for high-performance code analysis, producing structured summaries, and optimizing context extraction for AI models.
Where to use
code2prompt-mcp can be used in software development, AI-assisted coding environments, and any scenario where understanding code context is essential for AI applications.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Overview
What is Code2prompt Mcp
code2prompt-mcp is an MCP server that generates contextual prompts from codebases, facilitating AI assistants’ understanding and interaction with code repositories.
Use cases
Use cases include generating documentation from code, assisting developers with code comprehension, and enhancing AI model training with relevant code context.
How to use
To use code2prompt-mcp, clone the repository, install dependencies using Rye, and run the server with the command ‘rye run python code2prompt_mcp.main’.
Key features
Key features include leveraging the code2prompt-rs Rust library for high-performance code analysis, producing structured summaries, and optimizing context extraction for AI models.
Where to use
code2prompt-mcp can be used in software development, AI-assisted coding environments, and any scenario where understanding code context is essential for AI applications.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Content
code2prompt-mcp
An MCP server that generates contextual prompts from codebases, making it easier for AI assistants to understand and work with your code repositories.
About
code2prompt-mcp leverages the high-performance code2prompt-rs Rust library to analyze codebases and produce structured summaries. It helps bridge the gap between your code and language models by extracting relevant context in a format that’s optimized for AI consumption.
Installation
This project uses Rye for dependency management, make sure you have it installed.
To install the necessary dependencies, and build the module in the local environment, run:
# Clone the repository
git clone https://github.com/odancona/code2prompt-mcp.git
cd code2prompt-mcp
# Install dependencies with Rye
rye build
It will install all the required dependencies specified in the pyproject.toml file in the .venv directory.
Usage
Run the MCP server:
rye run python code2prompt_mcp.main
License
MIT License - See LICENSE file for details.
Development
For testing, you can use the MCP Inspector:
npx @modelcontextprotocol/inspector python -m code2prompt_mcp.main
Dev Tools Supporting MCP
The following are the main code editors that support the Model Context Protocol. Click the link to visit the official website for more information.
