# Scrapegraphai_MCP

> Use this tool when you need to extract structured data from websites, leveraging AI-powered web scraping capabilities. It solves problems of data extraction and model management by providing a local server for listing models and scraping URLs. The tool takes URLs and model inputs, and outputs extracted data, making it ideal for use cases requiring automated data collection and processing.

Canonical page: https://skillsregistry.net/skills/heartlovelung-scrapegraphai-mcp  
JSON: https://api.skillsregistry.net/v1/skills/heartlovelung-scrapegraphai-mcp

## Description

A local stdio MCP server for structured web scraping with ScrapeGraphAI and an OpenAI-compatible model API, providing tools to list models and scrape URLs.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ev5fq300oc)
- **Repository:** <https://github.com/HeartLoveLung/Scrapegraphai_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": "heartlovelung-scrapegraphai-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/heartlovelung-scrapegraphai-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/heartlovelung-scrapegraphai-mcp/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