AI-Driven GitHub Trending Digest to Telegram - n8n Workflow

Stay ahead of the open-source curve with this AI-powered n8n workflow that automatically delivers personalized GitHub Trending digests straight to your Telegram. Perfect for developers and tech enthusiasts who want to discover innovative projects without manually browsing GitHub daily.

What this workflow does

This intelligent automation fetches trending repositories from GitHub, extracts repository links, and retrieves detailed README content through the GitHub API. It then leverages Google Gemini AI to analyze and summarize the most interesting projects, delivering a clean, digestible report to your Telegram channel. The workflow runs on a customizable schedule trigger, allowing you to set how many repositories to include in each digest.

The process involves web extraction from GitHub Trending, API calls to fetch repository data, base64 decoding of README files, AI-powered summarization via Google Gemini, and seamless Telegram delivery—all automated within n8n.

Use cases

• Receive daily GitHub Trending digests without manual browsing
• Automatically discover useful open-source repositories and developer tools
• Monitor emerging AI projects, frameworks, and libraries in your field
• Build a personal open-source discovery assistant for your team
• Learn advanced n8n techniques combining web scraping, APIs, and AI

Perfect for

Developers, builders, researchers, and tech enthusiasts who need to stay informed about the latest open-source innovations. Ideal for development teams wanting automated project discovery and individuals building their technical knowledge base.

Technical details

Built with essential n8n nodes including Set, Code, HTML, Split Out, and Telegram integrations. The workflow combines GitHub's trending page extraction, GitHub API integration for repository data, Google Gemini AI for intelligent summarization, and Telegram bot functionality for seamless message delivery.

This workflow demonstrates advanced automation techniques, making it valuable both as a productivity tool and a learning resource for mastering web extraction, API integration, LLM summarization, and messaging automation in n8n.