# rubber-duck-scraper

> rubber-duck-scraper — dev-fahadaslam-web-lens-mcp. Use this tool when you need to extract data from web pages that require JavaScript rendering, or when dealing with complex web content such as tables, PDFs, and multi-page sites. It provides structured metadata, screenshots, and crawled data as output, solving problems related to web data extraction and monitoring. Ideal for use cases involving data mining, research, and automation, where accurate and comprehensive web data is required.

Canonical page: https://skillsregistry.net/skills/dev-fahadaslam-web-lens-mcp  
JSON: https://api.skillsregistry.net/v1/skills/dev-fahadaslam-web-lens-mcp

## Description

Python MCP server that scrapes web pages with JS rendering, structured metadata, tables, PDFs, screenshots, and multi-page crawling.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/wj7b7gpi61)
- **Repository:** <https://github.com/dev-fahadaslam/web-lens-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": "dev-fahadaslam-web-lens-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/dev-fahadaslam-web-lens-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/dev-fahadaslam-web-lens-mcp/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