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Browser Automation MCP Server

Scrapling MCP Server

Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

Scan flagged something by D4Vinci30,232BSD-3-ClausePythonIntermediatestdio
View on GitHub Install Guide

Install

Claude Code

claude mcp add scrapling -- uvx scrapling

Safety Report

71% Scan flagged something
Scanned 5 months ago
5 passed 1 warnings 1 failed
Security
Authentication
details

No authentication mechanism detected in source code

Fail
CORS Policy
details

stdio transport — CORS not applicable

N/A
Rate Limiting
details

Rate limiting detected: rate_limit_middleware, throttle

Pass
Known CVEs
details

No known CVEs in dependencies

Pass
Code Quality
Dependency Audit
details

No known vulnerable dependencies detected

Pass
Dangerous Patterns
details

No dangerous code patterns detected

Pass
License
details

License: BSD-3-Clause

Pass
Community
Maintenance Status
details

Last commit 5 months ago

Warning

Learn about our security methodology →

Compatibility

Claude Desktop
Not Tested
Claude Code
Not Tested
Cursor
Not Tested
VS Code
Not Tested

Tools Provided (6)

get

Fast HTTP request with browser fingerprint impersonation — generates real browser headers matching TLS version, HTTP/3, and more. Returns content as Markdown, HTML, or plain text.

bulk_get

Async concurrent version of get — scrapes multiple URLs simultaneously with the same fingerprint impersonation.

fetch

Fetch dynamic content using a real Chromium/Chrome browser with full control over requests — supports wait conditions and CSS selector targeting.

bulk_fetch

Parallel version of fetch — scrapes multiple dynamic URLs in separate browser tabs concurrently.

stealthy_fetch

Uses a stealth browser mode to bypass Cloudflare Turnstile, interstitial pages, and other anti-bot systems.

bulk_stealthy_fetch

Concurrent stealth scraping across multiple URLs in separate browser tabs — bypasses anti-bot protection at scale.

Frequently Asked Questions

What is Scrapling MCP Server?

Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

What tools does Scrapling MCP Server provide?

Scrapling MCP Server provides 6 tools including get, bulk_get, fetch, bulk_fetch. Each tool can be called by AI agents to perform specific operations.

Is Scrapling MCP Server safe to use?

We cannot tell you that, and nobody scanning at this scale can. What we did in March 2026 was shallow-clone Scrapling MCP Server and run five keyword searches over its source: auth identifiers, CORS configuration, rate-limit identifiers, the dependency manifest against a hardcoded list of 18 known-vulnerable packages, and unguarded eval/exec calls. At least one matched — the specific finding is in the scan report on this page. A text search cannot follow a variable, judge intent, or tell you what a server does once it is running, so "nothing matched" is not "safe". What the scan does and does not cover is written out at /mcp/security.

What are alternatives to Scrapling MCP Server?

Similar MCP servers include Chrome DevTools MCP, Playwright MCP, MCP Server Browser. Each serves a similar purpose but may differ in features, language, and compatibility.

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