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Github Stars

An MCP server based on Cloudflare that can transform GitHub starred repositories into a database searchable by natural language, supporting semantic queries and automatic updates.
Developer toolsSearch tools#GitHub Search#Natural Language#Cloud Storage#Automatic Updates.JavaScript
2.5 points
10.3K
Open Site

Overview

Content Details

Alternatives

What is the GitHub Stars MCP Server?

The GitHub Stars MCP Server stores and retrieves your GitHub starred repositories through Cloudflare, and supports quick search for relevant information via natural language queries.

How to use the GitHub Stars MCP Server?

Simply enter the keywords you want to search for, and the server will automatically match relevant content according to your GitHub stars.

Applicable Scenarios

Suitable for scenarios where developers need to quickly review starred repositories or find specific functions.

Main Features

Automatically Fetch Starred Repositories
The server will automatically fetch your GitHub starred repositories and process their content.
Scheduled Updates
Automatically update the content of starred repositories weekly to ensure the data is up - to - date.
Semantic Search Engine
Utilize Cloudflare AutoRAG to generate embedding vectors for efficient semantic search.
MCP - Compatible API
Provide a standard MCP interface for easy integration into AI assistants or other tools.
Advantages
No need to manually organize GitHub stars. Automated processing saves time.
Powerful semantic search ability improves search efficiency.
Seamless integration with various AI tools enhances development efficiency.
Limitations
Depends on the GitHub API and Cloudflare services. Network connection interruption may affect usage.
For very large GitHub stars, the initial loading may take a long time.

How to Use

Configure the GitHub Stars MCP Server
Ensure that Node.js and PNPM are installed, and set up your GitHub personal access token.
Start the Local Development Environment
Run the script to fetch your GitHub stars and start the MCP server.
Deploy to Cloudflare Workers
Deploy the server to Cloudflare via the command line.

Usage Examples

Example 1: Find Projects Related to Artificial Intelligence
Enter keywords such as 'AI' or 'Machine Learning' to get starred projects related to artificial intelligence.
Example 2: Find Recently Updated Open - Source Tools
Enter keywords such as 'Recently Updated' or 'Open - Source Tools' to get recently updated open - source projects.

Frequently Asked Questions

How to add my GitHub personal access token?
Why are my query results inaccurate?
Does it support multi - language search?

Related Resources

GitHub Stars MCP Documentation
Complete documentation for the GitHub Stars MCP Server.
Cloudflare AutoRAG Tutorial
Tutorial on using Cloudflare AutoRAG.
GitHub Stars MCP Example Video
A demonstration video showing the functions of the GitHub Stars MCP Server.

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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