# SnapAPI-AI-Ready-Scraper

> SnapAPI-AI-Ready-Scraper — mulliner11-snapapi-ai-ready-scraper. Use this tool when you need to extract and transform web data into a format suitable for large language models (LLMs) and retrieval-augmented generation (RAG). It takes a URL as input and outputs clean Markdown or JSON data, streamlining the data pipeline process. Ideal for applications requiring structured web data, such as data enrichment, knowledge graph construction, or AI model training.

Canonical page: https://skillsregistry.net/skills/mulliner11-snapapi-ai-ready-scraper  
JSON: https://api.skillsregistry.net/v1/skills/mulliner11-snapapi-ai-ready-scraper

## Description

AI-Ready Web Scraper & Data Pipeline: Turns any URL into clean Markdown/JSON for LLMs & RAG. Built-in MCP server.

## Trust

- **Trust score (0–1):** 0.47
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

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

## Source

- **Source listing:** [GitHub](https://github.com/Mulliner11/SnapAPI-AI-Ready-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": "mulliner11-snapapi-ai-ready-scraper"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mulliner11-snapapi-ai-ready-scraper` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mulliner11-snapapi-ai-ready-scraper/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