6 Best MCP Servers for Web Scraping (2026 Compared)
Last updated 2026-10-01
Quick answer
For structured scraping, start with Web Scraping (HasData) — it fetches public pages through managed proxies with optional JavaScript rendering and extraction rules. For sites that need real interaction, use Browser Use to drive a real Chrome browser. For search-scale collection without running anything, Exa or Browserbase are hosted options. A plain fetch server is best only for simple, static pages.
How we picked
Every server below is listed in the MCPNav directory with a public registry entry, an installable package or hosted endpoint, and an identifiable publisher. We compared them on five things: what output you actually get (markdown, structured JSON, raw HTML, or a live browser), whether they render JavaScript, how much infrastructure you have to run yourself, anti-bot behavior, and how clearly the permission model is documented.
One honest caveat: no directory can verify how well a third-party server behaves against a specific target site. Anti-bot systems change weekly. Always test against your actual target before committing to a stack.
Quick comparison
One line per server:
- ▸Web Scraping (HasData) — public pages through managed proxies, optional JS rendering and extraction rules. The best default for structured scraping.
- ▸Browser Use — drives a real Chrome browser. Best for login flows and complex interactions.
- ▸ScrapeUnblocker — fetches HTML or AI-parsed JSON through an anti-bot unblocking API. Best for protected targets.
- ▸Browserbase — hosted browsers in the cloud (Python/Docker). Best when you cannot run a local browser.
- ▸Exa — neural search plus content crawl over an API. Best for search-scale collection, not single pages.
- ▸Fetch — minimal HTTP fetch with SSRF protection and HTML-to-markdown. Best for simple, static pages.
How to think about anti-bot and blocking
Scraping-quality differences between these servers come down to browser realism. Raw HTTP fetchers are fast and cheap but are fingerprinted instantly by protected sites. A real-browser server such as Browser Use looks more like an actual visitor but still trips advanced bot detection on hardened targets. That is where unblocking APIs (ScrapeUnblocker) and hosted platforms (Browserbase) earn their keep — they manage fingerprints, proxies and CAPTCHA handling for you, which is why teams increasingly rent that infrastructure instead of building it.
Whatever you pick, scope the agent's access. A scraping server that can also click and submit is dangerous in the wrong hands — prefer read-only operation and review what actions each tool exposes before enabling it.
Installation in one minute
Every server above has a copy-paste install command and client config on its detail page. As a general rule: npm-based servers install with npx -y <package>, Python servers with uvx <package>, and hosted servers just need their URL pasted into your client's MCP settings. See the how-to-install guide for step-by-step screenshots for Claude Desktop, Cursor and VS Code.
The picks, one by one
Public pages through managed proxies with optional JS rendering and extraction rules — the strongest default for structured scraping.
Best for: Turning protected or JS-heavy pages into clean text or structured data at scale.
Watch out: Commercial API behind HasData's proxy network — heavy jobs are usage-priced.
Fetches any page's HTML or AI-parsed JSON through an anti-bot unblocking API.
Best for: Targets where plain HTTP gets blocked outright.
Watch out: Third-party unblocking service — pages flow through their API.
Cloud-hosted browsers with fingerprint and proxy management built in.
Best for: Teams that cannot or will not run local browsers.
Watch out: Fully hosted — your pages flow through a third-party cloud.
Neural web search with content crawl built in — search and scrape in one call.
Best for: Collecting many pages by topic rather than by exact URL.
Watch out: You search through Exa's index, not a raw browser you control.
HTTP fetch with SSRF protection, reader mode and clean HTML-to-markdown conversion.
Best for: Static pages and low-overhead pipelines.
Watch out: No anti-bot handling — protected sites will block it.
Frequently asked questions
Which MCP server is best for scraping JavaScript-heavy sites?＋
Use Browser Use (real browser) locally, or Browserbase in the cloud. The Web Scraping server renders JavaScript server-side behind managed proxies and is usually the fastest path to clean text output.
Is web scraping through an MCP server legal?＋
The protocol changes nothing about the law. You remain responsible for complying with the target site's terms, robots.txt, and applicable data-protection rules. Prefer official APIs where they exist.
Do these servers store my scraped data?＋
Local servers (Browser Use, Fetch) keep everything on your machine. Hosted and proxied ones (Web Scraping, ScrapeUnblocker, Exa, Browserbase) process pages in their infrastructure — check each provider's retention policy for sensitive work.