github-stars
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A Cloudflare-powered MCP Server that allows you to search and query your GitHub starred repositories using natural language.
The GitHub Stars MCP Server is a project designed to create a searchable database of your GitHub starred repositories. It achieves this by fetching all your starred repositories using the GitHub API, extracting and processing the README files from each repository, and uploading the processed data to Cloudflare R2 storage. The server utilizes Cloudflare AutoRAG to create embeddings for efficient searching and exposes a Model Context Protocol (MCP) Server that allows querying these repositories via natural language. This setup enables users to perform semantic searches on their starred repositories, making it easier to find relevant information quickly. The server is designed to automatically fetch and process repositories, with scheduled weekly updates managed via GitHub Actions. It stores repository metadata and README content, providing a robust solution for developers looking to integrate AI agents with their GitHub data.
Features
- Automatically fetches and processes GitHub starred repositories
- Scheduled weekly updates via GitHub Actions
- Stores repository metadata and README content
- Provides semantic search capabilities through Cloudflare AutoRAG
- Exposes a MCP-compatible API for integration with AI agents
Tools
search_github_stars
Searches through your starred GitHub repositories.