Scrapeless MCP server
online · 100% uptimeio.github.scrapeless-ai/scrapeless-mcp-server·v0.6.4·169 starsWeb search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.
169 stars79 downloads/wk
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Public scan report
scanner v0.1.10 · 2026-10-15 · same rubric, same numbers if you re-run it
- Code scan25 source files scanned25/25
- Live reliabilityremote reachable in 66ms (auth required)20/20
- –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
- Auth qualityauth enforced (unknown)9/15
- Maintenancelast push 38 days ago12/15
- Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
How Scrapeless compares
Against every graded Scraping and browsing MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 88/100
- higher than 70% of 866 Scraping and browsing servers
- Uptime
- 100%
- of our recent checks; the typical remote Scraping and browsing server answers 100%
- Response time
- 20 ms
- faster than 95% of 384 Scraping and browsing servers
- GitHub stars
- 169
- more than 93% of 583 Scraping and browsing servers
- Downloads a week
- 79
- more than 50% of 309 Scraping and browsing servers with a package
Install Scrapeless in Claude Code, Cursor or VS Code
claude mcp add --transport http scrapeless-mcp-server https://api.scrapeless.com/mcp
What the publisher says
From the Scrapeless repository's README, as published. We do not edit it. Read it on GitHub
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
- Crawl entire websites by following links and capture each page in multiple formats
- AI Scraper Create an AI Scraper task for ChatGPT, Gemini, Perplexity, Copilot, Google AI Mode, Google AI Overview, Grok, or Alexa
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
- 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.
- 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.
- 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.
- 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.
Here are some additional examples of how to use these servers:
Setup Guide
- Get Scrapeless Key
- Log in to the Scrapeless Dashboard（Free trial available）
- Then click "Setting" on the left -> select "API Key Management" -> click "Create API Key". Finally, click the API Key you created to copy it.
- Configure Your MCP Client
Scrapeless MCP Server supports both Stdio and Streamable HTTP transport modes.
🖥️ Stdio (Local Execution)
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Scrapeless: common questions
- Is Scrapeless MCP server safe?
- Yes, by our scan: it is graded A (88/100). Read the Scrapeless safety report
- How do I install Scrapeless?
- It runs remotely at api.scrapeless.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does Scrapeless need an API key?
- Yes. The registry entry asks for
SCRAPELESS_API_KEY,x-api-token. - Is Scrapeless maintained?
- The last commit was 57 days ago (2026-09-08). The latest release is v0.6.4.
- Is Scrapeless up?
- 100% of our last 28 checks got an answer. We check remote servers about four times a day.
- What can I use instead of Scrapeless?
- Servers from other publishers that do the same job: SeleniumBase MCP server, One Search MCP server and AIHawk MCP server. Compare all Scrapeless alternatives.
- How does Scrapeless compare with other Scraping and browsing MCP servers?
- safety score 88/100 (higher than 70% of 866 Scraping and browsing servers); uptime 100% (of our recent checks; the typical remote Scraping and browsing server answers 100%); response time 20 ms (faster than 95% of 384 Scraping and browsing servers). Full comparison.
Alternatives to Scrapeless
Same job from other publishers: the closest match first, then the best rated.
- SeleniumBase MCPStealthy browser automation, testing, and web-scraping via CDP Mode.not reviewedWidely usedA
- One SearchWeb search, URL discovery, scraping & extraction with agent-browser and search providersnot reviewedGrowingB
- AIHawkAI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.not reviewedWidely usedA
- Browser UseBrowser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.not reviewedEstablishedA
- FortressStealth browser for AI agents: fetch pages behind Cloudflare/DataDome/CAPTCHA, extract clean data.not reviewedEstablishedB
