Templates / AI agent: Scrape, summarize & save articles to Notion (Gemini, Browserless)

AI agent: Scrape, summarize & save articles to Notion (Gemini, Browserless)

Needs changes

by Mihai Farcas ✓ · 14,777 views · created 2025-04-13 · Document Extraction, AI Chatbot

Needs changes. This template uses 2 thing(s) that n8n 3.0 removes: HTTP Request Tool (legacy), AI Agent v1 (old agent modes). 2 breaking item(s) found. Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 6 nodes and runs when a chat message arrives. Along the way it connects Google Gemini Chat Model, HTTP Request, Notion and Discord. It also calls browserless:3000 over HTTP.

How it runs

Trigger: When a chat message arrives.

  1. Save Article To Notion (AI Agent): runs an AI agent, with model: Gemini 2.5 PRO; 3 tools (save_to_notion, website_scraper, discord_notification)

Services it uses

Google Gemini Chat ModelHTTP RequestNotionDiscord

HTTP calls to: browserless:3000

Before you upgrade to n8n 3.0

2 things in this workflow are removed in n8n 3.0. Fix them before you upgrade:

  • HTTP Request Tool (legacy) in website_scraper: replace with HTTP Request node connected to the AI Agent's Tool input.
  • AI Agent v1 (old agent modes) in Save Article To Notion (v1.7): replace with Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent.

Rather not rewrite it? Many of these flows can be rebuilt in Make (free plan).

Removed in 3.0Replace with
HTTP Request Tool (legacy)
website_scraper
HTTP Request node connected to the AI Agent's Tool input
AI Agent v1 (old agent modes)
Save Article To Notion (v1.7)
Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent.

Nodes used (6)

From the author

This n8n workflow automates the process of saving web articles or links shared in a chat conversation directly into a Notion database, using Google's Gemini AI and Browserless for web scraping. Who is this AI automation template for? It's useful for anyone…

Excerpt from Mihai Farcas's description on n8n.io.

View the original on n8n.io → Check your own copy

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