# ScrapeLab MCP

> Use this tool when you need to scrape websites without being detected or automate browser interactions for AI tasks. It solves problems like bypassing anti-bot systems and extracting web elements, accepting inputs like URLs and providing outputs in LLM-ready markdown format. Ideal for use cases requiring stealthy web data extraction, browser automation, and network interception.

Canonical page: https://skillsregistry.net/skills/scrapelab-mcp  
JSON: https://api.skillsregistry.net/v1/skills/scrapelab-mcp

## Description

Enables undetectable web scraping and browser automation for AI agents with 84 tools including stealth navigation, element extraction, network interception, and auto cookie consent dismissal. Bypasses anti-bot systems like Cloudflare and DataDome while providing LLM-ready markdown output and full Chrome DevTools Protocol access.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/halv4o81m5)
- **Repository:** <https://github.com/scrapelab/mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "scrapelab-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/scrapelab-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/scrapelab-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt