# safe-scraper

> safe-scraper — belowthestack-safe-scraper. Use this tool when you need to extract data from websites while minimizing the risk of blackhat signal manipulation. The safe-scraper detects credibility risks and ensures reliable data extraction, solving problems related to web data integrity and security. It takes website URLs as input and outputs scraped data, making it ideal for use cases where data accuracy and trustworthiness are crucial.

Canonical page: https://skillsregistry.net/skills/belowthestack-safe-scraper  
JSON: https://api.skillsregistry.net/v1/skills/belowthestack-safe-scraper

## Description

A web scraper with built-in credibility-risk detection for blackhat signal manipulation

## Trust

- **Trust score (0–1):** 0.90
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/belowthestack/safe-scraper)

## 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": "belowthestack-safe-scraper"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/belowthestack-safe-scraper` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/belowthestack-safe-scraper/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