github-stars
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The GitHub Stars MCP Server is a Cloudflare-powered server that enables natural language search and querying of your GitHub starred repositories. It automatically processes and updates repository data, providing rich metadata and semantic search capabilities.
Overview
This project creates a searchable database of your GitHub starred repositories by:
- Fetching all your starred repositories using the GitHub API
- Extracting and processing the README files from each repository
- Uploading the processed data to Cloudflare R2 storage
- Using Cloudflare AutoRAG to create embeddings for efficient searching
- Exposing a MCP Server that allows querying these repositories via natural language
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