s-hiraoku/vscode-sidebar-terminal

mcp-firecrawl

This skill provides guidance for using Firecrawl MCP for web scraping and content extraction. Use when scraping web pages, crawling websites, searching the web with content extraction, mapping site URLs, or extracting structured data from web pages.

First seen Mar 27, 2026

Installation

$ npx skills add s-hiraoku/vscode-sidebar-terminal --skill mcp-firecrawl

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Repository health

Stars 21
License LICENSE
Default branch main
Open issues 19
Status Active

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 3,880 B
  • docs SUMMARY.md 270 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 3 installs

SKILL.md

Firecrawl MCP

Overview

This skill enables web scraping and content extraction using Firecrawl through MCP. Firecrawl provides powerful capabilities for scraping single pages, crawling entire websites, searching with content extraction, and extracting structured data.

When to Use This Skill

  • Scraping content from single web pages
  • Crawling multiple pages on a website
  • Searching the web with automatic content extraction
  • Discovering all URLs on a website
  • Extracting structured data (prices, names, details)

Tool Selection Guide

Task Tool Notes
Single page content firecrawl_scrape Fast, reliable
Find URLs on site firecrawl_map Discovery only
Web search firecrawl_search With optional scraping
Multiple pages firecrawlmap + firecrawlscrape Better than crawl
Structured data firecrawl_extract Uses LLM extraction
Full site crawl firecrawl_crawl Use with caution

Core Tools

firecrawl_scrape

Scrape content from a single URL. Most powerful and reliable scraper.

Tool: mcpfirecrawlfirecrawl_scrape

mcp__firecrawl__firecrawl_scrape({
  url: "https://docs.example.com/api",
  formats: ["markdown"],
  onlyMainContent: true,
  maxAge: 172800000
})

Key Parameters:

  • url: Target URL
  • formats: Output formats - "markdown", "html", "links"
  • onlyMainContent: Extract only main content (recommended)
  • maxAge: Cache TTL in ms (500% faster with cache)

firecrawl_search

Search the web and optionally scrape results.

Tool: mcpfirecrawlfirecrawl_search

Without scraping (preferred):

mcp__firecrawl__firecrawl_search({
  query: "xterm.js terminal tutorial",
  limit: 5
})

With scraping:

mcp__firecrawl__firecrawl_search({
  query: "VS Code extension API",
  limit: 3,
  scrapeOptions: {
    formats: ["markdown"],
    onlyMainContent: true
  }
})

Search Operators:

Operator Example Description
"" "exact phrase" Exact match
- -deprecated Exclude term
site: site:github.com Specific site
inurl: inurl:docs URL contains
intitle: intitle:tutorial Title contains

firecrawl_map

Discover all URLs on a website.

Tool: mcpfirecrawlfirecrawl_map

mcp__firecrawl__firecrawl_map({
  url: "https://docs.example.com",
  limit: 100,
  search: "api"
})

firecrawl_extract

Extract structured data using LLM.

Tool: mcpfirecrawlfirecrawl_extract

mcp__firecrawl__firecrawl_extract({
  urls: ["https://shop.example.com/product/123"],
  prompt: "Extract product details",
  schema: {
    type: "object",
    properties: {
      name: { type: "string" },
      price: { type: "number" }
    },
    required: ["name", "price"]
  }
})

firecrawl_crawl

Crawl multiple pages (use sparingly).

Tool: mcpfirecrawlfirecrawl_crawl

mcp__firecrawl__firecrawl_crawl({
  url: "https://docs.example.com/guide",
  maxDiscoveryDepth: 2,
  limit: 10
})

Warning: Crawl can return large responses. Keep limits low.

Best Practices

  1. Prefer scrape over crawl: Use map + scrape for better control
  2. Use caching: Add maxAge for repeated requests
  3. Search then scrape: Search without formats, then scrape relevant URLs
  4. Limit crawl depth: Keep maxDiscoveryDepth and limit low
  5. Use onlyMainContent: Get cleaner content without navigation

References

For complete tool parameters, see references/tools.md.