MCP servers that scrape & crawl web pages
Extract clean content from any URL or crawl whole sites.
9 servers · Last updated June 17, 2026
TL;DR: Beyond search, these servers fetch and clean page content — turning messy HTML into markdown the model can actually use, or crawling entire sites. The differentiators are JavaScript rendering, anti-bot handling, and whether you get structured extraction or raw text.
Bottom line: if you only try one, Firecrawl is the most popular, verified option for this (6,562★). 8 more compared below.
Compare 9 servers
| Server | Transport | Auth | Verified | Stars | Tools for this |
|---|---|---|---|---|---|
| Firecrawl | Local (stdio) | API key | 6,562 | firecrawl_scrape, firecrawl_batch_scrape, firecrawl_check_batch_status +5 | |
| Bright Data MCP | Local (stdio) | API key | 5,000 | scrape_as_markdown, scrape_batch, extract | |
| Browserbase MCP (Stagehand) | Local (stdio) | API key | 3,000 | extract | |
| Tavily | Local (stdio) | API key | 2,100 | tavily-extract, tavily-crawl | |
| DuckDuckGo Search | Local (stdio) | No auth | 1,236 | fetch_content | |
| Jina AI Reader & Search | Remote (HTTP) | API key | 730 | extract_pdf | |
| Kagi Search | Local (stdio) | API key | 417 | kagi_extract | |
| AgentQL MCP | Local (stdio) | API key | 400 | extract-web-data | |
| Hyperbrowser MCP | Local (stdio) | API key | 250 | scrape_webpage, crawl_webpages, extract_structured_data |
The servers
Official Firecrawl MCP server — scrape, crawl, map, search, and structured extraction for any LLM client.
All-in-one web access MCP — Web Unlocker, SERP, Scraper API, and a cloud Scraping Browser.
Official Browserbase cloud-browser MCP built on Stagehand — natural-language act/extract/observe.
Production-ready MCP server for real-time web search, content extraction, site mapping, and crawling.
Popular no-API-key MCP server for DuckDuckGo web search plus page fetching and parsing.
Official Jina AI remote MCP server — read web pages as Markdown and run grounded web search over HTTP.
Official Kagi MCP server (Python/uvx) — privacy-first web search and URL/video summarization.
Turn any web page into structured data — AgentQL's prompt-driven extraction as a single MCP tool.
Hyperbrowser's cloud browser MCP — scrape, crawl, extract structured data, run CUA/Claude/Browser-Use agents.
Use these in a stack
FAQ
Search vs scraping MCP — what's the difference?
Search returns ranked result links/snippets; scraping fetches and cleans the actual page content (often as markdown). RAG pipelines usually need both.
Which handles JavaScript-heavy sites?
Servers backed by a real browser or a rendering API (Firecrawl, Bright Data, Hyperbrowser) handle JS; plain HTTP fetchers don't.