crisschan_mcp_repo2llm
by crisschanRepository-to-LLM Transformer MCP Server
Overview
The Repository-to-LLM Transformer MCP Server is a powerful tool designed to transform code repositories into LLM-friendly formats. It bridges the gap between traditional codebases and modern AI language models, enabling more effective communication of codebases to AI tools. This project is based on RepoToTextForLLMs, which provides core functionality for converting repositories into LLM-readable formats.
Motivation
As AI and Large Language Models (LLMs) become increasingly important in software development, there's a growing need to effectively communicate our codebases to these models. Traditional code repositories aren't optimized for LLM processing, which can lead to suboptimal results when using AI tools for code analysis and generation.
Problem Solved
This project addresses several critical challenges:
- Difficulty in processing large codebases with LLMs
- Loss of context and structure when feeding code to AI models
- Inefficient handling of repository metadata and documentation
- Inconsistent formatting across different programming languages
Key Features
- Smart Repository Scanning: Intelligently processes entire codebases while maintaining structural integrity
- Context Preservation: Maintains important contextual information and relationships between code files
- Multi-language Support: Handles various programming languages with language-specific optimizations
- Metadata Enhancement: Enriches code with relevant metadata for better LLM understanding
- Efficient Processing: Optimized for handling large repositories with minimal resource usage
Installation
To install mcp-repo2llm by uv:
"mcp-repo2llm-server": {
"command": "uv",
"args": [
"run",
"--with",
"mcp[cli]",
"--with-editable",
"/mcp-repo2llm",
"mcp",
"run",
"/mcp-repo2llm/mcp-repo2llm-server.py"
],
"env": {
"GITHUB_TOKEN": "your-github-token",
"GITLAB_TOKEN": "your-gitlab-token"
}
}
GITHUB_TOKEN: Your GitHub tokenGITLAB_TOKEN: Your GitLab token
Tools
get_gitlab_repo
- Process and return the code from a GitLab repository branch as text
- Input:
repo_url(string): The repository URL from GitLabbranch(string): The branch name, default ismaster- Returns (string): The project all information and structure from the repository as text
get_github_repo
- Process and return the code from a GitHub repository branch as text
- Input:
repo_url(string): The repository URL from GitHubbranch(string): The branch name, default ismaster- Returns (string): The project all information and structure from the repository as text
get_local_repo
- Process and return the code from a local Git repository as text
- Input:
repo_url(string): The repository path- Returns (string): The project all information and structure from the repository as text
About
No description, website, or topics provided.
Resources
License
Activity
Stars
Watchers
Forks
Releases
No releases published.
Packages
No packages published.
Invite Gmail Contacts
