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Firecrawl Extract

firecrawl_extract

Extract structured information from web pages using LLM capabilities. Supports both cloud AI and self-hosted LLM extraction. **Best for:** Extracting specific structured data like prices, names, details from web pages. **Not recommended for:** When you need the full content of a page (use scrape); when you're not looking for specific structured data. **Arguments:** - urls: Array of URLs to extract information from - prompt: Custom prompt for the LLM extraction - schema: JSON schema for structured data extraction - allowExternalLinks: Allow extraction from external links - enableWebSearch: Enable web search for additional context - includeSubdomains: Include subdomains in extraction **Prompt Example:** "Extract the product name, price, and description from these product pages." **Usage Example:** ```json { "name": "firecrawl_extract", "arguments": { "urls": ["https://example.com/page1", "https://example.com/page2"], "prompt": "Extract product information including name, price, and description", "schema": { "type": "object", "properties": { "name": { "type": "string" }, "price": { "type": "number" }, "description": { "type": "string" } }, "required": ["name", "price"] }, "allowExternalLinks": false, "enableWebSearch": false, "includeSubdomains": false } } ``` **Returns:** Extracted structured data as defined by your schema.

$0.05/call
Flat rate
Firecrawl
Raw SKILL.mdTool Page

When to Use

Use this tool when you need to extract structured information from web pages using llm capabilities. supports both cloud ai and self-hosted llm extraction.

best for: extracting specific structured data like prices, names, details from web pages. not recommended for: when you need the full content of a page (use scrape); when you're not looking for specific structured data. arguments:

  • urls: array of urls to extract information from
  • prompt: custom prompt for the llm extraction
  • schema: json schema for structured data extraction
  • allowexternallinks: allow extraction from external links
  • enablewebsearch: enable web search for additional context
  • includesubdomains: include subdomains in extraction prompt example: "extract the product name, price, and description from these product pages." usage example:
{
  "name": "firecrawl_extract",
  "arguments": {
    "urls": ["https://example.com/page1", "https://example.com/page2"],
    "prompt": "extract product information including name, price, and description",
    "schema": {
      "type": "object",
      "properties": {
        "name": { "type": "string" },
        "price": { "type": "number" },
        "description": { "type": "string" }
      },
      "required": ["name", "price"]
    },
    "allowexternallinks": false,
    "enablewebsearch": false,
    "includesubdomains": false
  }
}

returns: extracted structured data as defined by your schema. . This is part of the Firecrawl provider on xpay✦.

MCP Connection

Connect to xpay✦ to access this tool (and 10+ others):

{
  "mcpServers": {
    "xpay": {
      "url": "https://mcp.xpay.sh/mcp?key=YOUR_API_KEY"
    }
  }
}

For Claude Code:

claude mcp add --transport http xpay "https://mcp.xpay.sh/mcp?key=YOUR_API_KEY"

How to Execute

Use the xpay✦ meta-tools to run this tool:

  1. xpay_details — Get full input schema: xpay_details("firecrawl/firecrawl_extract")
  2. xpay_run — Execute: xpay_run("firecrawl/firecrawl_extract", { ...inputs })

Input Parameters

ParameterTypeRequiredDescription
schemaobjectNo
urlsarrayYes
enableWebSearchbooleanNo
includeSubdomainsbooleanNo
allowExternalLinksbooleanNo
promptstringNo

Pricing

  • Cost: $0.05/call
  • Balance check: Use xpay_balance to check remaining credits
  • Get your API key at xpay.tools — $5 free credits included

Related Skills

  • Firecrawl (all tools) — 11 tools
  • Firecrawl Scrape — $0.03/call
  • Firecrawl Map — $0.02/call
  • Firecrawl Search — $0.03/call
  • Firecrawl Crawl — $0.05/call
  • Firecrawl Check Crawl Status — $0.03/call

Links

  • Tool page: https://xpay.tools/firecrawl/firecrawl-extract/
  • Provider: https://xpay.tools/firecrawl/
  • All tools: https://xpay.tools/explore
How to Execute
// 1. Get full schema
xpay_details("firecrawl/firecrawl_extract")
// 2. Execute
xpay_run("firecrawl/firecrawl_extract", { ...inputs })
Input Parameters
ParameterTypeRequiredDescription

schema

objectNo

-

urls

array
Yes

-

enableWebSearch

booleanNo

-

includeSubdomains

booleanNo

-

allowExternalLinks

booleanNo

-

prompt

stringNo

-

Related Tools from Firecrawl
Firecrawl Scrape — $0.03Firecrawl Map — $0.02Firecrawl Search — $0.03Firecrawl Crawl — $0.05Firecrawl Check Crawl Status — $0.03Firecrawl Agent — $0.03Firecrawl Agent Status — $0.03Firecrawl Browser Create — $0.03
Install Skill
Claude Code
claude /install-skill https://xpay.tools/skills/firecrawl/firecrawl-extract/SKILL.md
CLI
npx @xpaysh/cli install firecrawl/firecrawl-extract
Manual
curl -o SKILL.md https://xpay.tools/skills/firecrawl/firecrawl-extract/SKILL.md
Pricing

Cost

$0.05/call

Model

Flat rate

Provider

Firecrawl

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