Github MCP
A server that provides a service for querying the star count of GitHub repositories for Claude through the MCP protocol
rating : 2 points
downloads : 8.7K
What is the GitHub Star Count MCP Server?
This is an intermediate service designed specifically for Claude. Through the Model Context Protocol, the AI assistant can directly query the star count of any public repository on GitHub. You don't need to manually check GitHub; Claude can directly help you obtain project popularity data.How to use this service?
Just request to query the star count of a certain GitHub repository in the Claude conversation, and Claude will automatically obtain and return the result through this service. You need to configure the service connection on your computer first.Applicable scenarios
It is particularly useful when you want to quickly compare the popularity of different open - source projects or need to understand the popularity of a certain technology stack. For example, when evaluating whether to adopt a certain library, the star count is an important reference indicator.Main features
GitHub star query
Supports querying the star count of any public GitHub repository
Seamless integration with Claude
Communicates directly with Claude Desktop through the MCP protocol, and data can be obtained during the conversation
Simple API
Provides a concise API interface to obtain repository statistics
Advantages
Obtain GitHub data without leaving the Claude interface
Fast query speed, real - time and accurate results
Simple configuration, one - time setup for permanent use
Limitations
Requires a GitHub personal access token (PAT)
Only supports public repositories and cannot query private repositories
Currently only provides star count and does not include other statistical information
How to use
Installation preparation
Ensure that Python 3.11+ and the uv tool are installed on your computer
Get the code
Clone the project code to your local machine
Install dependencies
Create a virtual environment and install the required packages
Configure the GitHub token
Create a .env file in the project directory and fill in your GitHub personal access token
Connect to Claude Desktop
Modify the Claude configuration file to add MCP server settings
Usage examples
Query project popularity
Want to know if an open - source project is active, let Claude directly query the star count
Compare project popularity
Compare the popularity of similar projects during technology selection
Frequently Asked Questions
Why is a GitHub personal access token required?
How to verify if the service is working properly after it is started?
Will there be a delay in the query results?
Related resources
GitHub API documentation
Official GitHub API reference documentation
uv tool
Python dependency management tool
MCP protocol description
Claude MCP protocol technical documentation

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