# ScapeGraph

> Use this tool when you need to integrate web scraping and graph-based data analysis capabilities into your workflow, solving problems such as efficient web data extraction and analysis for market research, competitive intelligence, or large-scale data mining operations. It takes in configuration inputs and outputs integrated web scraping and graph-based data analysis results. Ideal for use cases requiring streamlined access to web data and advanced analytics.

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

## Description

This MCP server implementation provides a bridge to the ScapeGraph API, enabling integration of web scraping and graph-based data analysis capabilities. Developed by Marco Perini, it offers a streamlined interface for accessing ScapeGraph's functionalities through a simple configuration process. The server is designed for use cases requiring efficient web data extraction and analysis, such as market research, competitive intelligence, or large-scale data mining operations.

## Trust

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

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/scrapegraphai-scrapegraph)
- **Repository:** <https://github.com/scrapegraphai/scrapegraph-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": "scrapegraphai-scrapegraph"
    }
  }
}
```

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