M

MCP Git Explorer

MCP Git Explorer is an MCP server tool for retrieving the content of a remote Git repository and converting it into structured text. It supports functions such as cloning and analyzing repositories, generating structured text, and quickly estimating the codebase size and token count.
2 points
14

What is MCP Git Explorer?

MCP Git Explorer is a server tool based on the Model Context Protocol (MCP), specifically designed to clone and analyze the content of Git repositories. It can convert the repository content into a structured text format, helping users quickly understand the codebase structure and content.

How to use MCP Git Explorer?

You can run it directly through the command line or integrate it as a tool for Claude. It supports public repositories and private GitLab repositories (an access token is required).

Use cases

When you need to quickly analyze the content of a Git repository without manually downloading all the files; when you need to estimate the codebase size to determine if it is suitable for AI model processing; when you need to view the repository content in a structured way.

Main features

Git repository analysisClone and analyze a Git repository, generating a structured text representation
Quick estimationEstimate the codebase size and token count without downloading all the content
Secure accessSupports public repositories and private GitLab repositories (an access token is required)
Intelligent filteringAutomatically ignore binary files, empty text files, and follow the.gitignore rules
Token countingUse OpenAI's tiktoken library for accurate token counting

Advantages and limitations

Advantages
Access the complete repository content without manual downloading
The quick estimation function helps determine if it is suitable for AI processing
Supports access to private repositories (a token is required)
Automatically filter unnecessary files to improve efficiency
Accurate token counting helps control AI processing costs
Limitations
Processing very large repositories may be slow
Configuring a token is required for accessing private repositories
Currently mainly supports GitLab and the standard Git protocol
Token counting is based on the OpenAI standard and may not be completely consistent with other models

How to use

Install the tool
Install MCP Git Explorer using pip or uv
Basic usage
Run the command - line tool to start analyzing the repository
Configure the GitLab token (optional)
If you need to access a private GitLab repository, set the environment variable or command - line parameter
Use in Claude
Call the repository analysis function through Claude's tool interface

Usage examples

Quickly evaluate a new projectBefore deciding whether to participate in a new open - source project, quickly understand the scale and structure of its codebase
Analyze a private projectAnalyze the content of a private GitLab project of the team
Compare codebasesCompare the codebase structures and sizes of two similar projects

Frequently Asked Questions

How to obtain a GitLab access token?
Why are some files not included in the analysis results?
Is the token counting accurate?
Which Git services are supported?
What problems may occur when processing large repositories?

Related resources

GitLab Token Creation Guide
How to create a GitLab personal access token
GitHub Repository
Project source code and issue tracking
tiktoken Documentation
Documentation for OpenAI's token counting library
MCP Protocol Description
Official documentation for the Model Context Protocol
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
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