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scrapeless-mcp-server

MCP.Pizza Chef: scrapeless-ai

Twenty-one tools split across three jobs: Google search and Google Trends lookups, capturing a page as raw code, tidy text, or a screenshot, and driving a full browser in the cloud that can navigate, click, type, scroll and press keys on real websites. Because the browsing happens remotely, it reaches sites that block ordinary tools — something the project advertises openly. Scrapeless is a paid service; you sign up for a key, start on a free trial, and pay for usage beyond it. The code has not changed since September 2025.

Unmaintained · No commits in 12 months.
Data
Web/Research

Use This MCP server To

Read a page that normally blocks automated tools Turn a web page into clean text for my notes Take a screenshot of a page for a report Check whether interest in a topic is rising or falling Search Google and summarize the first ten results Fill in and submit a form on a site for me

README

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Scrapeless MCP Server

Welcome to the official Scrapeless Model Context Protocol (MCP) Server — a powerful integration layer that empowers LLMs, AI Agents, and AI applications to interact with the web in real time.

Built on the open MCP standard, Scrapeless MCP Server seamlessly connects models like ChatGPT, Claude, and tools like Cursor and Windsurf to a wide range of external capabilities, including:

  • Google services integration (Search, Trends)
  • Browser automation for page-level navigation and interaction
  • Scrape dynamic, JS-heavy sites—export as HTML, Markdown, or screenshots

Whether you're building an AI research assistant, a coding copilot, or autonomous web agents, this server provides the dynamic context and real-world data your workflows need—without getting blocked.

Usage Examples

  1. Automated Web Interaction and Data Extraction with Claude

Using Scrapeless MCP Browser, Claude can perform complex tasks such as web navigation, clicking, scrolling, and scraping through conversational commands, with real-time preview of web interaction results via live sessions.

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  1. Bypassing Cloudflare to Retrieve Target Page Content

Using the Scrapeless MCP Browser service, the Cloudflare page is automatically accessed, and after the process is completed, the page content is extracted and returned in Markdown format.

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  1. Extracting Dynamically Rendered Page Content and Writing to File

Using the Scrapeless MCP Universal API, the JavaScript-rendered content of the target page above is scraped, exported in Markdown format, and finally written to a local file named text.md.

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  1. Automated SERP Scraping

Using the Scrapeless MCP Server, query the keyword “web scraping” on Google Search, retrieve the first 10 search results (including title, link, and summary), and write the content to the file named serp.text.

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Here are some additional examples of how to use these servers:

Example
Search scrapeless by Google search.
Find the search interest for "AI" over the last year.
Use a browser to visit chatgpt.com, search for "What's the weather like today?", and summarize the results.
Scrape the HTML content of scrapeless.com page.
Scrape the Markdown content of scrapeless.com page.
Get screenshots of scrapeless.com.

Setup Guide

  1. Get Scrapeless Key

scrapeless-mcp-server FAQ

Is it free?
There is a free trial, but Scrapeless is a paid service. You create a key in their dashboard and usage is billed once the trial credit runs out.
Can I use this to read a page that blocks other tools?
Yes, that is the main selling point. Pages are loaded through a cloud browser, and the project's own demos show it getting past Cloudflare checks.
Can it act on websites, or only read them?
It can act. Sixteen of the twenty-one tools drive a browser — clicking, typing, scrolling, pressing keys, going back and forward — so it can fill in and submit forms on live sites, not just look at them.
Does it stay logged in between sessions?
It can. One setting keeps cookies and site storage in a reusable browser profile, so anything you sign into stays signed in until that profile expires.
Which apps does it work in?
Claude Desktop, Cursor and Windsurf all have documented setup. There is also a hosted web address you can point at instead of running anything on your own machine.
How hard is it to set up?
You paste a config block containing your key. Choose the hosted address and there is nothing to install locally at all.
Is it still being updated?
It works and the repository is open rather than archived, but there have been no code changes since September 2025.