The Magpie guides, page 2
Step-by-step guides to extracting text, finding pages and pulling web data into the tool you already use — every command in them was run against a live site first, and each one ends where its method breaks and what to switch to.

How to Extract a Color Palette From Any Website
Extract color palette from website HTML, rendered CSS, or one JSON command. DevTools, grep, and magpie brand, tested on real sites, failure modes included.
Motherlode Lab · · 10 min read

How to Extract Clean Text and Main Content From Any Website
Extract text from website pages without the nav, ads, and scripts. Five methods compared: online extractors, BeautifulSoup, trafilatura, browsers.
Motherlode Lab · · 10 min read

Go (Golang) Web Scraping Tutorial
A Golang web scraping tutorial with runnable code: net/http, goquery, Colly crawling, rod for JavaScript pages, and real timings from every step.
Motherlode Lab · · 8 min read

Google Sheets Web Scraping: IMPORTXML and Beyond
Google Sheets web scraping with IMPORTXML, IMPORTHTML, and Apps Script — verified limits, real failure modes, and when to switch to a dedicated scraper.
Motherlode Lab · · 9 min read

HTML Scraper: Get the Source and Data From Any Web Page
Get any page's HTML three ways - view-source, curl, and a command-line html scraper that returns the server source and the rendered DOM. Measured runs.
Motherlode Lab · · 9 min read

How to Import Data From a Website Into Excel
Import data from a website to Excel with Power Query, JSON endpoints, or a scraper bridge. Tested steps, real failure modes, and a validation checklist.
Motherlode Lab · · 10 min read

Job Scraper: Collect Postings From Any Job Board
Build a job scraper that returns typed posting records from Greenhouse, Lever and Ashby boards, plus a fallback ladder for boards that publish nothing.
Motherlode Lab · · 9 min read

Web Scraping With LangChain Loaders
LangChain web scraping tested: what WebBaseLoader really returns on a live page, and two measured ways to wire in a local scraper via MCP or the CLI.
Motherlode Lab · · 10 min read

News & Article Scraper: Collect Articles From Any News Site
Build a news scraper that returns typed article records, full text and webhook alerts from any news site. Every command live-tested on 2026-10-16.
Motherlode Lab · · 8 min read