Our pick 
Firecrawl
7.7The context API to search, scrape, and interact with the web at scale. 🔥
MCP Servers
171.8k
Free tier
from $19
Best Web Scraping Tools
Web scraping and data extraction tools, each scored against our published rubric. MCP servers for web scraping are priced per 1,000 pages. Open source scrapers for lead lists covers the licences that decide whether you can sell the output.
34 tools, each scored against our published methodologyThere are 34 Web Scraping tools here. 58.8% have a free tier, and the median score is 5.3. Freemium is the most common pricing model at 50.0%.
34Tools
58.8%Free tier
20.6%Open source
5.3Median score
Pricing breakdown
- Freemium 50.0%
- Paid 23.3%
- Open source 16.7%
- Free trial 10.0%
Share of the 30 tools whose pricing model we have confirmed.
Guides covering Web Scraping tools
All articles →
Open Source Web Scrapers for Lead Lists in 2026: $0 a Month Against Firecrawl’s $99, and the 4 Licences That Decide If You Can Sell the Output
A self-hosted scraper is $0 in licence against $99 a month for 100,000 pages on Firecrawl…
Firecrawl vs Apify vs Bright Data in 2026: Scraping 100,000 Pages a Month for an AI Pipeline Costs $99 on Firecrawl, $150 on Apify and $150 on Bright Data
100,000 pages a month to Markdown: Firecrawl Standard $99, Apify Web Fetch $150, Bright Data Unlocker…
Best MCP Servers for Web Scraping in 2026: Bright Data vs Firecrawl vs Apify vs Browserbase, Priced per 1,000 Pages for AI Agent Teams
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Every week we publish what changed across the 1,695 AI tools we have scored, plus a…
Best MCP Servers for Claude Code and Cursor Teams in 2026: 12 Maintained Picks, 6 With No Price Tag, and What the Other 6 Cost a Month
12 maintained MCP servers for developers and small teams on Claude Code, Cursor or another coding…
Open Source Alternatives to Paid AI Tools in 2026: $560.50 a Month Off a Small Team’s Bill, and the Three Licences That Decide If You Can
A small team on Zapier, Pinecone, Algolia, Datadog, 5 ChatGPT seats and ElevenLabs pays $560.50 a…
Our pick
