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Browser & Automation @techlaai Updated 10/13/2026 4,335 downloads 1 stars Security: Pass

Anycrawl OpenClaw Plugin & Skill | ClawHub

Looking to integrate Anycrawl into your AI workflows? This free OpenClaw plugin from ClawHub helps you automate browser & automation tasks instantly, without having to write custom tools from scratch.

What this skill does

# AnyCrawl Skill AnyCrawl API integration for OpenClaw - Scrape, Crawl, and Search web content with high-performance multi-threaded crawling. ## Setup ### Method 1: Environment variable (Recommended) ```bash export ANYCRAWL_API_KEY="your-api-key" ``` Make it permanent by adding to `~/.bashrc` or `~/.zshrc`: ```bash echo 'export ANYCRAWL_API_KEY="your-api-key"' >> ~/.bashrc source ~/.bashrc ``` Get your API key at: https://anycrawl.dev ### Method 2: OpenClaw gateway config ```bash openclaw config.patch --set ANYCRAWL_API_KEY="your-api-key" ``` ## Functions ### 1. anycrawl_scrape Scrape a single URL and convert to LLM-ready structured data. **Parameters:** - `url` (string, required): URL to scrape - `engine` (string, optional): Scraping engine - `"cheerio"` (default), `"playwright"`, `"puppeteer"` - `formats` (array, optional): Output formats - `["markdown"]`, `["html"]`, `["text"]`, `["json"]`, `["screenshot"]` - `timeout` (number, optional): Timeout in milliseconds (default: 30000) - `wait_for` (number, optional): Delay before extraction in ms (browser engines only) - `wait_for_selector` (string/object/array, optional): Wait for CSS selectors - `include_tags` (array, optional): Include only these HTML tags (e.g., `["h1", "p", "article"]`) - `exclude_tags` (array, optional): Exclude these HTML tags - `proxy` (string, optional): Proxy URL (e.g., `"http://proxy:port"`) - `json_options` (object, optional): JSON extraction with schema/prompt - `extract_source` (string, optional): `"markdown"` (default) or `"html"` **Examples:** ```javascript // Basic scrape with default cheerio anycrawl_scrape({ url: "https://example.com" }) // Scrape SPA with Playwright anycrawl_scrape({ url: "https://spa-example.com", engine: "playwright", formats: ["markdown", "screenshot"] }) // Extract structured JSON anycrawl_scrape({ url: "https://product-page.com", engine: "cheerio", json_options: { schema: { type: "object", properties: { product_name: { type: "string" }, price: { type: "number" }, description: { type: "string" } }, required: ["product_name", "price"] }, user_prompt: "Extract product details from this page" } }) ``` ### 2. anycrawl_search Search Google and return structured results. **Parameters:** - `query` (string, required): Search query - `engine` (string, optional): Search engine - `"google"` (default) - `limit` (number, optional): Max results per page (default: 10) - `offset` (number, optional): Number of results to skip (default: 0) - `pages` (number, optional): Number of pages to retrieve (default: 1, max: 20) - `lang` (string, optional): Language locale (e.g., `"en"`, `"zh"`, `"vi"`) - `safe_search` (number, optional): 0 (off), 1 (medium), 2 (high) - `scrape_options` (object, optional): Scrape each result URL with these options **Examples:** ```javascript // Basic search anycrawl_search({ query: "OpenAI ChatGPT" }) // Multi-page search in Vietnamese anycrawl_search({ query: "hướng dẫn Node.js", pages: 3, lang: "vi" }) // Search and auto-scrape results anycrawl_search({ query: "best AI tools 2026", limit: 5, scrape_options: { engine: "cheerio", formats: ["markdown"] } }) ``` ### 3. anycrawl_crawl_start Start crawling an entire website (async job). **Parameters:** - `url` (string, required): Seed URL to start crawling - `engine` (string, optional): `"cheerio"` (default), `"playwright"`, `"puppeteer"` - `strategy` (string, optional): `"all"`, `"same-domain"` (default), `"same-hostname"`, `"same-origin"` - `max_depth` (number, optional): Max depth from seed URL (default: 10) - `limit` (number, optional): Max pages to crawl (default: 100) - `include_paths` (array, optional): Path patterns to include (e.g., `["/blog/*"]`) - `exclude_paths` (array, optional): Path patterns to exclude (e.g., `["/admin/*"]`) - `scrape_paths` (array, optional): Only scrape URLs matching these patterns - `scrape_options` (object, optional): Per-page scrape options **Examples:** ```javascript // Crawl entire website anycrawl_crawl_start({ url: "https://docs.example.com", engine: "cheerio", max_depth: 5, limit: 50 }) // Crawl only blog posts anycrawl_crawl_start({ url: "https://example.com", strategy: "same-domain", include_paths: ["/blog/*"], exclude_paths: ["/blog/tags/*"], scrape_options: { formats: ["markdown"] } }) // Crawl product pages only anycrawl_crawl_start({ url: "https://shop.example.com", strategy: "same-domain", scrape_paths: ["/products/*"], limit: 200 }) ``` ### 4. anycrawl_crawl_status Check crawl job status. **Parameters:** - `job_id` (string, required): Crawl job ID **Example:** ```javascript anycrawl_crawl_status({ job_id: "7a2e165d-8f81-4be6-9ef7-23222330a396" }) ``` ### 5. anycrawl_crawl_results Get crawl results (paginated). **Parameters:** - `job_id` (string, required): Crawl job ID - `skip` (number, optional): Number of results to skip (default: 0) **Example:** ```javascript // Get first 100 results anycrawl_crawl_results({ job_id: "xxx", skip: 0 }) // Get next 100 results anycrawl_crawl_results({ job_id: "xxx", skip: 100 }) ``` ### 6. anycrawl_crawl_cancel Cancel a running crawl job. **Parameters:** - `job_id` (string, required): Crawl job ID ### 7. anycrawl_search_and_scrape Quick helper: Search Google then scrape top results. **Parameters:** - `query` (string, required): Search query - `max_results` (number, optional): Max results to scrape (default: 3) - `scrape_engine` (string, optional): Engine for scraping (default: `"cheerio"`) - `formats` (array, optional): Output formats (default: `["markdown"]`) - `lang` (string, optional): Search language **Example:** ```javascript anycrawl_search_and_scrape({ query: "latest AI news", max_results: 5, formats: ["markdown"] }) ``` ## Engine Selection Guide | Engine | Best For | Speed | JS Rendering | |--------|----------|-------|--------------| | `cheerio` | Static HTML, news, blogs | ⚡ Fastest | ❌ No | | `playwright` | SPAs, complex web apps | 🐢 Slower | ✅ Yes | | `puppeteer` | Chrome-specific, metrics | 🐢 Slower | ✅ Yes | ## Response Format All responses follow this structure: ```json { "success": true, "data": { ... }, "message": "Optional message" } ``` Error response: ```json { "success": false, "error": "Error type", "message": "Human-readable message" } ``` ## Common Error Codes - `400` - Bad Request (validation errors) - `401` - Unauthorized (invalid API key) - `402` - Payment Required (insufficient credits) - `404` - Not Found - `429` - Rate limit exceeded - `500` - Internal server error ## API Limits - Rate limits apply based on your plan - Crawl jobs expire after 24 hours - Max crawl limit: depends on credits ## Links - API Docs: https://docs.anycrawl.dev - Website: https://anycrawl.dev - Playground: https://anycrawl.dev/playground

Install

ClawHub CLI
openclaw skills install @techlaai/anycrawl
Node.js (npx)
npx clawhub@latest install anycrawl

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AnyCrawl Skill

AnyCrawl API integration for OpenClaw - Scrape, Crawl, and Search web content with high-performance multi-threaded crawling.

Setup

Method 1: Environment variable (Recommended)

export ANYCRAWL_API_KEY="your-api-key"

Make it permanent by adding to ~/.bashrc or ~/.zshrc:

echo 'export ANYCRAWL_API_KEY="your-api-key"' >> ~/.bashrc
source ~/.bashrc

Get your API key at: https://anycrawl.dev

Method 2: OpenClaw gateway config

openclaw config.patch --set ANYCRAWL_API_KEY="your-api-key"

Functions

1. anycrawl_scrape

Scrape a single URL and convert to LLM-ready structured data.

Parameters:

  • url (string, required): URL to scrape
  • engine (string, optional): Scraping engine - "cheerio" (default), "playwright", "puppeteer"
  • formats (array, optional): Output formats - ["markdown"], ["html"], ["text"], ["json"], ["screenshot"]
  • timeout (number, optional): Timeout in milliseconds (default: 30000)
  • wait_for (number, optional): Delay before extraction in ms (browser engines only)
  • wait_for_selector (string/object/array, optional): Wait for CSS selectors
  • include_tags (array, optional): Include only these HTML tags (e.g., ["h1", "p", "article"])
  • exclude_tags (array, optional): Exclude these HTML tags
  • proxy (string, optional): Proxy URL (e.g., "http://proxy:port")
  • json_options (object, optional): JSON extraction with schema/prompt
  • extract_source (string, optional): "markdown" (default) or "html"

Examples:

// Basic scrape with default cheerio
anycrawl_scrape({ url: "https://example.com" })

// Scrape SPA with Playwright
anycrawl_scrape({ 
  url: "https://spa-example.com",
  engine: "playwright",
  formats: ["markdown", "screenshot"]
})

// Extract structured JSON
anycrawl_scrape({
  url: "https://product-page.com",
  engine: "cheerio",
  json_options: {
    schema: {
      type: "object",
      properties: {
        product_name: { type: "string" },
        price: { type: "number" },
        description: { type: "string" }
      },
      required: ["product_name", "price"]
    },
    user_prompt: "Extract product details from this page"
  }
})

2. anycrawl_search

Search Google and return structured results.

Parameters:

  • query (string, required): Search query
  • engine (string, optional): Search engine - "google" (default)
  • limit (number, optional): Max results per page (default: 10)
  • offset (number, optional): Number of results to skip (default: 0)
  • pages (number, optional): Number of pages to retrieve (default: 1, max: 20)
  • lang (string, optional): Language locale (e.g., "en", "zh", "vi")
  • safe_search (number, optional): 0 (off), 1 (medium), 2 (high)
  • scrape_options (object, optional): Scrape each result URL with these options

Examples:

// Basic search
anycrawl_search({ query: "OpenAI ChatGPT" })

// Multi-page search in Vietnamese
anycrawl_search({ 
  query: "hướng dẫn Node.js",
  pages: 3,
  lang: "vi"
})

// Search and auto-scrape results
anycrawl_search({
  query: "best AI tools 2026",
  limit: 5,
  scrape_options: {
    engine: "cheerio",
    formats: ["markdown"]
  }
})

3. anycrawl_crawl_start

Start crawling an entire website (async job).

Parameters:

  • url (string, required): Seed URL to start crawling
  • engine (string, optional): "cheerio" (default), "playwright", "puppeteer"
  • strategy (string, optional): "all", "same-domain" (default), "same-hostname", "same-origin"
  • max_depth (number, optional): Max depth from seed URL (default: 10)
  • limit (number, optional): Max pages to crawl (default: 100)
  • include_paths (array, optional): Path patterns to include (e.g., ["/blog/*"])
  • exclude_paths (array, optional): Path patterns to exclude (e.g., ["/admin/*"])
  • scrape_paths (array, optional): Only scrape URLs matching these patterns
  • scrape_options (object, optional): Per-page scrape options

Examples:

// Crawl entire website
anycrawl_crawl_start({ 
  url: "https://docs.example.com",
  engine: "cheerio",
  max_depth: 5,
  limit: 50
})

// Crawl only blog posts
anycrawl_crawl_start({
  url: "https://example.com",
  strategy: "same-domain",
  include_paths: ["/blog/*"],
  exclude_paths: ["/blog/tags/*"],
  scrape_options: {
    formats: ["markdown"]
  }
})

// Crawl product pages only
anycrawl_crawl_start({
  url: "https://shop.example.com",
  strategy: "same-domain",
  scrape_paths: ["/products/*"],
  limit: 200
})

4. anycrawl_crawl_status

Check crawl job status.

Parameters:

  • job_id (string, required): Crawl job ID

Example:

anycrawl_crawl_status({ job_id: "7a2e165d-8f81-4be6-9ef7-23222330a396" })

5. anycrawl_crawl_results

Get crawl results (paginated).

Parameters:

  • job_id (string, required): Crawl job ID
  • skip (number, optional): Number of results to skip (default: 0)

Example:

// Get first 100 results
anycrawl_crawl_results({ job_id: "xxx", skip: 0 })

// Get next 100 results
anycrawl_crawl_results({ job_id: "xxx", skip: 100 })

6. anycrawl_crawl_cancel

Cancel a running crawl job.

Parameters:

  • job_id (string, required): Crawl job ID

7. anycrawl_search_and_scrape

Quick helper: Search Google then scrape top results.

Parameters:

  • query (string, required): Search query
  • max_results (number, optional): Max results to scrape (default: 3)
  • scrape_engine (string, optional): Engine for scraping (default: "cheerio")
  • formats (array, optional): Output formats (default: ["markdown"])
  • lang (string, optional): Search language

Example:

anycrawl_search_and_scrape({
  query: "latest AI news",
  max_results: 5,
  formats: ["markdown"]
})

Engine Selection Guide

Engine Best For Speed JS Rendering
cheerio Static HTML, news, blogs ⚡ Fastest ❌ No
playwright SPAs, complex web apps 🐢 Slower ✅ Yes
puppeteer Chrome-specific, metrics 🐢 Slower ✅ Yes

Response Format

All responses follow this structure:

{
  "success": true,
  "data": { ... },
  "message": "Optional message"
}

Error response:

{
  "success": false,
  "error": "Error type",
  "message": "Human-readable message"
}

Common Error Codes

  • 400 - Bad Request (validation errors)
  • 401 - Unauthorized (invalid API key)
  • 402 - Payment Required (insufficient credits)
  • 404 - Not Found
  • 429 - Rate limit exceeded
  • 500 - Internal server error

API Limits

  • Rate limits apply based on your plan
  • Crawl jobs expire after 24 hours
  • Max crawl limit: depends on credits

Links

ClawHub Registry URL: https://clawhub.ai/techlaai/skills/anycrawl

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