# firecrawl-lite-mcp-server

> Use this tool when you need to perform private web scraping and data extraction tasks with a high degree of control and customization. It solves problems related to data collection, automation, and information gathering, particularly in cases where privacy and security are a concern. The tool accepts inputs such as URLs, prompts, and schemas, and outputs structured data and screenshots, making it ideal for use cases that require flexible and reliable data extraction.

Canonical page: https://skillsregistry.net/skills/ariangibson-firecrawl-lite-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/ariangibson-firecrawl-lite-mcp-server

## Description

Enables privacy-first web scraping and structured data extraction using a local headless browser and your own LLM key. Supports tools for scraping, batch scraping, data extraction with prompts or schemas, and screenshots.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/l1yosif4dv)
- **Repository:** <https://github.com/ariangibson/firecrawl-lite-mcp-server>

## 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": "ariangibson-firecrawl-lite-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ariangibson-firecrawl-lite-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ariangibson-firecrawl-lite-mcp-server/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