Ceshine Git Prompts MCP Server
C

Ceshine Git Prompts MCP Server

An MCP server that generates prompt words based on Git repository content, supporting functions such as PR description generation.
2 points
7.0K

What is the Git Prompts MCP Server?

This is a Model Context Protocol (MCP) server specifically designed for Git repositories. It can analyze your code changes and automatically generate useful prompt content, such as Pull Request descriptions.

How to use the Git Prompts MCP Server?

Simply configure it in your code editor (such as Zed), and it will provide intelligent suggestions when you need them. It is especially suitable for automatically generating change descriptions when submitting PRs.

Use cases

It is particularly useful when you need to quickly generate a summary description of code changes or want to understand the differences between the current branch and the main branch.

Main features

PR description generation
Automatically analyze code changes and generate professional Pull Request descriptions.
Git difference analysis
Support custom exclusion of files and directories for precise analysis of code changes.
Multi-format output
Support both JSON and plain text output formats for different scenarios.
Advantages
Save time on writing PR descriptions
Seamlessly integrate with code editors
Customize the exclusion of files that do not need to be analyzed
Limitations
Manual configuration in the editor is required
Currently only supports Git repositories
The generated descriptions may need manual adjustment

How to use

Install dependencies
Ensure that the uv tool is installed, and then run the dependency installation command.
Editor configuration
Add server configuration to the settings.json in the Zed editor.
Use commands
Enter commands in the editor to get intelligent prompts.

Usage examples

Generate a PR description
When you finish feature development and are ready to merge into the main branch, automatically generate a change summary.
Prepare for code review
Quickly understand all differences between the current branch and the main branch.

Frequently Asked Questions

Which editors does this server support?
How to exclude specific files from being analyzed?
What are the differences between the output formats?

Related resources

MarkItDown MCP Server
One of the inspirations for this project
Official MCP Git server example
The official reference implementation of the Git MCP server
MIT License
The license for using this project

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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