# crawlforge-mcp

> Use this tool when you need to extract structured data from websites, bypass anti-bot detection, or process documents, and require a scalable web scraping solution. It takes in website URLs and query parameters as input and outputs extracted data in a structured format. Ideal for use cases involving deep research, data mining, and document processing, where a robust and flexible web scraping server is necessary.

Canonical page: https://skillsregistry.net/skills/crawlforgedev-crawlforge-mcp  
JSON: https://api.skillsregistry.net/v1/skills/crawlforgedev-crawlforge-mcp

## Description

CrawlForge MCP is a production-ready MCP server that gives AI agents the power to scrape websites, extract structured data, run deep research, bypass anti-bot detection, and process documents. It packages 18 specialized web scraping tools into a single MCP server with credit-based pricing and a free tier.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-05-13

## Source

- **Source listing:** [Smithery](https://smithery.ai/server/CrawlForgeDEV/crawlforge-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": "crawlforgedev-crawlforge-mcp"
    }
  }
}
```

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