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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.
rating : 2.5 points
downloads : 77
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 RepositoriesThe server will automatically fetch your GitHub starred repositories and process their content.
Scheduled UpdatesAutomatically update the content of starred repositories weekly to ensure the data is up - to - date.
Semantic Search EngineUtilize Cloudflare AutoRAG to generate embedding vectors for efficient semantic search.
MCP - Compatible APIProvide a standard MCP interface for easy integration into AI assistants or other tools.
Advantages and Limitations
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.
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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 IntelligenceEnter keywords such as 'AI' or 'Machine Learning' to get starred projects related to artificial intelligence.
Example 2: Find Recently Updated Open - Source ToolsEnter 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.
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