# CL Firecrawl

> Use this tool when you need to extract web content, crawl websites, or scrape data from the internet. CL Firecrawl provides a Python-based interface to access approximately 9 tools for web scraping and content extraction, solving problems such as data mining and website monitoring. It takes in URLs, queries, or website parameters as input and outputs extracted data, making it ideal for use cases like market research, data analysis, and automation.

Canonical page: https://skillsregistry.net/skills/curious-layer-cl-firecrawl  
JSON: https://api.skillsregistry.net/v1/skills/curious-layer-cl-firecrawl

## Description

CL Firecrawl wraps the Firecrawl web scraping service via MCP, providing approximately 9 tools for web scraping, crawling, and content extraction. Python-based community wrapper around the Firecrawl API.

## Trust

- **Trust score (0–1):** 0.92
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

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

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/curious-layer-cl-firecrawl)
- **Repository:** <https://github.com/asthetech/mewcp-firecrawl>

## 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": "curious-layer-cl-firecrawl"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/curious-layer-cl-firecrawl` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/curious-layer-cl-firecrawl/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