# Crawl4AI (Web Scraping & Crawling)

> Use this tool when you need to extract content from websites and integrate it with AI agents for enhanced conversation experiences. It solves problems related to web content analysis, data collection, and research tasks by providing single-page scraping, metadata extraction, and search functionality. With inputs of website URLs and search queries, and outputs in Markdown and JSON formats, Crawl4AI enables efficient web data retrieval for AI-powered workflows.

Canonical page: https://skillsregistry.net/skills/ritvij14-crawl4ai  
JSON: https://api.skillsregistry.net/v1/skills/ritvij14-crawl4ai

## Description

Crawl4AI MCP Server integrates web scraping and crawling capabilities with Cursor AI, enabling AI agents to extract content from websites. Built using the FastMCP framework, it provides tools for single-page scraping with metadata extraction and search functionality that can retrieve external links from Google search results. The implementation handles error cases gracefully with retries, supports both Markdown and JSON output formats, and is designed to work with Cursor Composer's agent mode. This server is particularly valuable for workflows requiring web content analysis, data collection, or research tasks where accessing online information enhances the conversation experience.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-04-25

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/ritvij14-crawl4ai)
- **Repository:** <https://github.com/ritvij14/crawl4ai-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": "ritvij14-crawl4ai"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ritvij14-crawl4ai` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ritvij14-crawl4ai/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