Guides
Practical guides to working with the web. Build, troubleshoot, and explore.
Top Firecrawl Alternatives & Competitor Comparison for AI Web Ingestion (2026)
Discover the best web scraper for AI in 2026. We compare top scraping tools and AI web scraping software to ensure your RAG pipelines get clean, structured data.
From Crawl to Answer: How to Build AI Search That Stays Fresh as Your Website Changes
Learn how to turn crawled website content into useful AI search without serving stale answers, from clean extraction and indexing to freshness, sources, and search feedback.
How to Scrape Websites into LLM-Ready Markdown for RAG Pipelines
Discover how to build a professional AI web scraping pipeline. Learn to scrape data from websites into clean, LLM-ready Markdown to optimize your RAG workflows.
Best Web Search APIs and MCP Tools for AI Agents in 2026
Context.dev tops the 2026 stack for web search APIs and MCP tools for AI agents. See how it compares to Firecrawl, Exa, Tavily, and Brave, and why one connection wins.
Schema-Driven Data Extraction: Using Zod & JSON Schema to Extract Structured Data from Any URL
Learn how to perform schema-driven data extraction using Zod and JSON Schema. Build resilient pipelines that convert unstructured web content to typed JSON.
6 Best CAPTCHA Solving Services for Web Scraping in 2026
Compare 6 top CAPTCHA solving services for web scraping in 2026, led by Context.dev for automatic handling. See use cases, integrations, and pricing.
Best Website Change Detection Tools in 2026
Compare Visualping, Distill.io, ChangeTower, Fluxguard, changedetection.io, PageCrawl.io, and Context.dev for visual, self-hosted, compliance, and API-first monitoring.
Best Anti-Detect Browsers and Stealth Scraping Tools in 2026
Compare Context.dev with nine anti-detect browsers and stealth scraping tools for persistent profiles, automation, anti-bot access, and AI-ready output.
Debugging Web Scraper Failures: 403s, 429s, Timeouts, and Empty Results
A tool-by-tool guide to debugging blocked scraping requests, empty results, 429s, timeouts, and selector drift with curl, browser DevTools, Context.dev diagnostics, and production monitoring.
Best MCP Servers for Web Scraping in 2026
Context.dev is the best MCP server for web scraping: one connection covers live extraction, managed monitoring, and batch jobs. Compare five alternatives.
Best Real-Time Web Scraping Tools for AI Agents in 2026
Six scraping tools compared on live extraction, freshness control, JavaScript rendering, and LLM-ready output: Context.dev, Firecrawl, ScrapingBee, Bright Data, Octoparse, and Browse.ai.
Playwright vs Selenium: Which Web Scraping Tool Should You Use?
Compare Playwright and Selenium on auto-waiting, speed, browser support, language compatibility, anti-bot handling, and maintenance at scale. For LLM-ready web data without browser, proxy, and parsing infrastructure, the best fit is Context.dev.