# Website Scraper and Analyzer

> Use this tool when you need to extract and analyze website content in real-time without authentication, and want to answer specific questions about web pages. It solves problems of web content access and analysis for AI assistants, providing inputs such as website URLs and questions, and outputs like summarized content and answers. Ideal for use cases requiring real-time web data analysis, such as information retrieval, research, and decision-making.

Canonical page: https://skillsregistry.net/skills/elizabethsiegle-scrape-and-analyze-website  
JSON: https://api.skillsregistry.net/v1/skills/elizabethsiegle-scrape-and-analyze-website

## Description

This Remote MCP Server enables website analysis and content extraction using Cloudflare Workers without requiring authentication. Built with the Model Context Protocol SDK, it leverages Cloudflare's Browser Rendering and AI capabilities to provide two key tools: analyze_website for scraping and summarizing website content, and ask_q_about_website for answering specific questions about web pages. The implementation includes robust error handling, retry logic for failed requests, and browser session management to ensure reliable performance. Ideal for AI assistants that need to access and analyze web content in real-time without maintaining separate authentication systems.

## Trust

- **Trust score (0–1):** 0.96
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/elizabethsiegle-scrape-and-analyze-website)
- **Repository:** <https://github.com/elizabethsiegle/remote-mcp-server-authless-scrape-and-analyze-website>

## 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": "elizabethsiegle-scrape-and-analyze-website"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/elizabethsiegle-scrape-and-analyze-website` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/elizabethsiegle-scrape-and-analyze-website/pull`

---
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