# mrscraper

> mrscraper — ai-mrscraper-mrscraper. Use this tool when you need to extract data from websites using natural language, and require unblockable web scraping capabilities. MrScraper solves problems related to data extraction, handling anti-scraping measures, and providing accessible data through its API interface, which takes in natural language inputs and outputs extracted data. It is ideal for use cases where web data needs to be fetched and processed efficiently, such as market research, data mining, and automation tasks.

Canonical page: https://skillsregistry.net/skills/ai-mrscraper-mrscraper  
JSON: https://api.skillsregistry.net/v1/skills/ai-mrscraper-mrscraper

## Description

Run AI-powered, unblockable web scraping, data extraction with natural language via the MrScraper API.

## Trust

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

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** instructions
- **Runtime environment:** llm
- **Category:** browser-automation
- **Updated:** 2026-09-19

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/ai-mrscraper-mrscraper)

## 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": "ai-mrscraper-mrscraper"
    }
  }
}
```

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