Is io.github.scrapeless-ai/scrapeless-mcp-server safe to use?

io.github.scrapeless-ai/scrapeless-mcp-server has no known CVEs as of the latest MCPpedia security scan. It requires authentication to connect, which limits unauthorized access. Licensed under MIT.

How do I install io.github.scrapeless-ai/scrapeless-mcp-server?

io.github.scrapeless-ai/scrapeless-mcp-server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can io.github.scrapeless-ai/scrapeless-mcp-server do?

io.github.scrapeless-ai/scrapeless-mcp-server provides 1 tool: Community. See the full tools list on the server page for descriptions and parameters.

What AI clients work with io.github.scrapeless-ai/scrapeless-mcp-server?

io.github.scrapeless-ai/scrapeless-mcp-server is compatible with claude-desktop, cursor, claude-code. It uses http and stdio transport.

Is io.github.scrapeless-ai/scrapeless-mcp-server actively maintained?

io.github.scrapeless-ai/scrapeless-mcp-server is recently maintained - last commit was 66 days ago. It has 170 GitHub stars.

io.github.scrapeless-ai/scrapeless-mcp-server

scrapeless-mcp-server

Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.

170 151/wk 1 tool GitHub npm

No known CVEs

MIT license

Maintained

Last commit 66d ago

Works with most clients

Transport: http, stdio

1 tool · ~41 tok

Grade A · 0.0% of 200K ctx

MCPpedia last refreshed this data 2d ago

Edit this pageView history

io.github.scrapeless-ai/scrapeless-mcp-server is an MCP server that web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents. Its tool list has not been published yet over http and stdio, requires no API key, and scores 87/100 on MCPpedia's security, maintenance and efficiency rubric.

Browser Search

Step 1

Install in your client

Config is the same across clients - only the file and path differ.

Supported in Claude Desktophttp, stdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-scrapeless-ai-scrapeless-mcp-server": {
      "args": [
        "-y",
        "scrapeless-mcp-server"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

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[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-scrapeless-ai-scrapeless-mcp-server)](https://mcppedia.org/s/io-github-scrapeless-ai-scrapeless-mcp-server)

Read me

What io.github.scrapeless-ai/scrapeless-mcp-server does

Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.

npx -y 'scrapeless-mcp-server' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Loading README…

Scored, not listed

Why this score

Five weighted categories - click any category to see the underlying evidence.

Score breakdown

87/100across 5 weighted dimensions

How we score →

0255075100

−13

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked scrapeless-mcp-server against OSV.dev.

Inventory

Tools (1)

Click any tool to inspect its schema.

~41 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience - it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.scrapeless-ai/scrapeless-mcp-server safe to use?: io.github.scrapeless-ai/scrapeless-mcp-server has no known CVEs as of the latest MCPpedia security scan. It requires authentication to connect, which limits unauthorized access. Licensed under MIT.
How do I install io.github.scrapeless-ai/scrapeless-mcp-server?: io.github.scrapeless-ai/scrapeless-mcp-server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.scrapeless-ai/scrapeless-mcp-server do?: io.github.scrapeless-ai/scrapeless-mcp-server provides 1 tool: Community. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.scrapeless-ai/scrapeless-mcp-server?: io.github.scrapeless-ai/scrapeless-mcp-server is compatible with claude-desktop, cursor, claude-code. It uses http and stdio transport.
Is io.github.scrapeless-ai/scrapeless-mcp-server actively maintained?: io.github.scrapeless-ai/scrapeless-mcp-server is recently maintained - last commit was 66 days ago. It has 170 GitHub stars.

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Community

Discussion

Start a conversation

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Edit this pageView history

Browser Search

Step 1

Install in your client

Config is the same across clients - only the file and path differ.

Supported in Claude Desktophttp, stdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-scrapeless-ai-scrapeless-mcp-server": {
      "args": [
        "-y",
        "scrapeless-mcp-server"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-scrapeless-ai-scrapeless-mcp-server)](https://mcppedia.org/s/io-github-scrapeless-ai-scrapeless-mcp-server)

Read me

What io.github.scrapeless-ai/scrapeless-mcp-server does

Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.

npx -y 'scrapeless-mcp-server' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

README

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:

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

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)

{
  "mcpServers": {
    "Scrapeless MCP

... [View full README on GitHub](https://github.com/scrapeless-ai/scrapeless-mcp-server#readme)

Loading README…

Scored, not listed

Why this score

Five weighted categories - click any category to see the underlying evidence.

Score breakdown

87/100across 5 weighted dimensions

How we score →

0255075100

−13

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked scrapeless-mcp-server against OSV.dev.

Inventory

Tools (1)

Click any tool to inspect its schema.

~41 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience - it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.scrapeless-ai/scrapeless-mcp-server safe to use?: io.github.scrapeless-ai/scrapeless-mcp-server has no known CVEs as of the latest MCPpedia security scan. It requires authentication to connect, which limits unauthorized access. Licensed under MIT.
How do I install io.github.scrapeless-ai/scrapeless-mcp-server?: io.github.scrapeless-ai/scrapeless-mcp-server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.scrapeless-ai/scrapeless-mcp-server do?: io.github.scrapeless-ai/scrapeless-mcp-server provides 1 tool: Community. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.scrapeless-ai/scrapeless-mcp-server?: io.github.scrapeless-ai/scrapeless-mcp-server is compatible with claude-desktop, cursor, claude-code. It uses http and stdio transport.
Is io.github.scrapeless-ai/scrapeless-mcp-server actively maintained?: io.github.scrapeless-ai/scrapeless-mcp-server is recently maintained - last commit was 66 days ago. It has 170 GitHub stars.