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Web Scraping Claude Skills

350 web scraping skills from 106 authors. They pull data out of other people's sites and make sense of the markup. Half of them fit into 1 816 tokens or less — that is what one costs your context window when the agent loads it. 144 ship runnable scripts rather than instructions alone. 8 of them cannot work without an MCP server, most often rube. We also found 39 copies of these same skills sitting in other people's repositories — counted once here, not 39 times.

350 unique 106 authors 2 updated this month 27 from vendors

1 816
tokens, median
what a typical one costs in context
144
ship scripts
code that runs, not instructions alone
8
need a server
most often rube
39
copies elsewhere
counted once here, not once per repository

241–288 of 350

page 6 of 8
Clone Website
by JasonxzWen

Load when the user explicitly asks to clone, reverse-engineer, or rebuild a website they own or are authorized to reproduce; do not load for generic redesign, inspiration, scraping, phishing, impersonation, or copying third-party brands.

704 tokens scripts
Data Scraper Agent
by mturac

任意のパブリックソース(ジョブボード、価格、ニュース、GitHub、スポーツなど)用の完全自動化されたAI搭載データ収集エージェントを構築します。スケジュールでスクレイプし、無料LLM(Gemini Flash)でデータを豊かにし、Notion/Sheets/Supabaseに結果を保存し、ユーザーフィードバックから学習します。GitHub Actions上で100%無料で実行。ユーザーがパブリックデータを自動的に監視、収集、または追跡したい場合に使用します。

740 tokens zh
Apify Ultimate Scraper
by aAAaqwq

Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, LinkedIn, X/Twitter, Google Maps, Google Search, Google Trends, Reddit, Airbnb, Yelp, and 15+ more platforms. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, review analysis, SEO intelligence, recruitment, or any data extraction task.

1.2k tokens
Ecommerce Competitor Analyzer
by aAAaqwq

Multi-platform e-commerce competitor analysis skill that automatically scrapes product data from Amazon, Temu, Shopee and generates comprehensive analysis reports using AI. Use when you need to analyze competitor products, extract product insights, or batch analyze multiple product listings. Supports bulk processing with structured outputs including title, price, rating, reviews, and strategic analysis.

2.7k tokens scripts
Firecrawl
by aAAaqwq

专业网页抓取和数据提取。使用 Firecrawl API 抓取网页、提取结构化数据、批量爬取网站。当用户需要抓取复杂网页、提取结构化数据、批量爬取时使用此技能。

365 tokens scripts zh
Image Scraper
by aAAaqwq

Scrape and download all images from a given URL. Takes a URL, extracts image URLs from the page, and downloads them. Uses python3/curl as primary method, falls back to browser automation if needed. Use when user provides a URL and wants to download images from that page.

914 tokens scripts
Telegram Scrape
by aAAaqwq

Search Telegram channels, read posts, ad contacts

632 tokens
Telegram Scraper Run
by aAAaqwq

Automatic Telegram scraping

1k tokens
Web Scraping Automation
by aAAaqwq

自动化爬取网站数据和 API 接口。当用户需要抓取网页内容、调用 API、解析数据或创建爬虫脚本时使用此技能。

1.1k tokens zh
Web Search
by aAAaqwq

网络搜索与网页内容获取。当用户需要搜索互联网信息、获取网页内容、查找实时数据、进行 websearch 时使用此技能。支持多种搜索工具:WebFetch、Firecrawl skill、Tavily skill。

1.1k tokens zh
Web Scraping
by yfe404

This skill activates for web scraping and Actor development. It proactively discovers APIs via traffic interception, recommends optimal strategy (traffic interception/sitemap/API/DOM scraping/hybrid), and implements iteratively. For production, it guides TypeScript Actor creation via Apify CLI.

4.9k tokens scripts
Hitkeep AI Visibility Analyst
by PascaleBeier

Analyze HitKeep AI visibility data. Use for AI crawler fetches, AI-referred visits, assistant names or families, citation yield, resource types, top paths, fetch failures, Search Console context, GPTBot, ClaudeBot, ChatGPT, Claude, Perplexity, AI search, or whether assistants are discovering and sending traffic to a site.

235 tokens
Scrapfly Webhooks
by hookdeck

> Receive and verify Scrapfly webhooks. Use when setting up Scrapfly webhook handlers for async scrape, extraction, screenshot, or crawler jobs, debugging X-Scrapfly-Webhook-Signature verification, or routing on X-Scrapfly-Webhook-Resource-Type.

3.3k tokens scripts
Content Ideas
by bradautomates

> Your For You page for content creators. Scrapes tracked competitors across social media platforms, scores what's performing, and turns it into actionable, differentiated content ideas backed by real engagement data. Use this whenever the user wants competitor/creator research, a content feed or "for you" page, trending-topic ideas in their niche, to see what's working on social, to track what creators are posting, or to generate video/post briefs from what's performing — even if they don't say "find ideas." First run walks through setup.

5.4k tokens scripts
Excel Data Processing
by cxcscmu

How to perform data lookups in Excel using INDEX and MATCH. Use this skill when needing to extract data from a source table based on two conditions (e.g., Row header and Column header).

208 tokens
Smart Web Fetch
by JKHeadley

Fetch web content efficiently by checking llms.txt first, then Cloudflare markdown endpoints, then falling back to HTML. Reduces token usage by 80% on sites that support clean markdown delivery. No external dependencies — installs a single Python script. Trigger words: fetch URL, web content, read website, scrape page, download page, get webpage, read this link.

2.1k tokens
Firecrawl Automation
by christophacham

Automate web crawling and data extraction with Firecrawl -- scrape pages, crawl sites, extract structured data, batch scrape URLs, and map website structures through the Composio Firecrawl integration.

2k tokens needs MCP
Firecrawl Scraper
by christophacham

Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API

267 tokens
PhantomBuster Automation
by christophacham

Automate lead generation, web scraping, and social media data extraction workflows through PhantomBuster's cloud platform via Composio

1.2k tokens needs MCP
Scrape Do Automation
by christophacham

Automate Scrape Do tasks via Rube MCP (Composio). Always search tools first for current schemas.

738 tokens needs MCP
X Twitter Scraper
by christophacham

X (Twitter) data platform skill — tweet search, user lookup, follower extraction, engagement metrics, giveaway draws, monitoring, webhooks, 19 extraction tools, MCP server.

1.1k tokens
Apify Actor Development
by christophacham

Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto...

3.1k tokens
Apify Ecommerce
by christophacham

Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi...

2.2k tokens scripts
Apify Lead Generation
by christophacham

Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis...

1.1k tokens scripts
Apify Ultimate Scraper
by christophacham

Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener...

2.4k tokens scripts
Tavily Web
by christophacham

Web search, content extraction, crawling, and research capabilities using Tavily API

241 tokens
Competitor Intel
by hyperfx-ai

Run end-to-end competitor research and monitoring through the Hyper MCP — pick the set, scrape every public surface (site, blog, pricing, organic social, search rank, mentions, demand) via Firecrawl + HyperSEO + the Apify scrapers, diff against last run, and synthesize a brief. Use when the user wants to research competitors, build a battle card or comparison page, run a weekly digest, or asks "what's [competitor] doing?" or "how do we compare?".

3.9k tokens
Brand Context
by hyperfx-ai

Create and maintain a single brand-context.md — positioning, audience, personas, pain points, customer language, voice, proof points — that every other marketing skill reads before asking the user to re-explain their business. Auto-drafts from the brand's site via Firecrawl, or builds the doc through a short interview. Use when the user wants to set up brand context, onboard a new brand, define positioning / brand voice / ICP, or complains about re-answering the same brand questions.

2.4k tokens
Meta Ads Library
by hyperfx-ai

Research competitor Facebook and Instagram ads from the Meta Ads Library via the Hyper MCP — search by keyword, pull full ad creative and metadata, enrich with page contact info for lead generation, and surface structured ad-intelligence summaries in chat. Use when the user wants to scrape the Meta Ads Library, spy on competitor ads, monitor new ads in a category, build a lead list from advertisers, or surface creative trends across an industry.

2k tokens
Reddit
by hyperfx-ai

Research Reddit discussions with high signal using scrape_reddit_leads and scrape_reddit — pain points, intent discovery, and trend tracking. Use when the user wants to mine subreddits for leads, find threads worth replying to, or track what a community says about a topic.

649 tokens
Trawl
by simota

Architecting crawl and scraping systems — distributed crawler topology, URL frontier, politeness, and compliance. Architecture-only (no execution code). Don't use for single-page scraping (Vector) or ETL pipelines (Stream).

7.7k tokens
GitHub Trending Analyzer
by Dianel555

Crawl GitHub trending repositories, analyze with LLM for Chinese insights, categorize by themes, compute diffs against history, and generate Markdown reports. Default brief mode stops at trend analysis; optional detailed mode appends per-project analysis. Supports incremental gap-filling and selective re-analysis with caching.

2.2k tokens
Lovstudio Wxmp Cracker
by lovstudio

微信公众号文章抓取与导出。自动处理 mp.weixin.qq.com 的登录态获取与续期, 支持按公众号搜索、抓取文章列表与正文、按日期窗口导出 Markdown / JSON / CSV。 Trigger when the user wants to crawl a WeChat public account, export recent articles, or 提到 "wcx"、"微信公众号"、"公众号文章"、"mp.weixin"、"抓公众号"、 "crawl wechat official account"、"wxmp"、"最近十天的文章"。

698 tokens scripts
Migrate To Parallel
by parallel-web
vendor

Migrate Exa, Tavily, Perplexity, or Firecrawl web-data integrations completely to the appropriate Parallel products while preserving application behavior. Use when replacing these providers' SDKs or REST calls, dependencies, environment variables, request parameters, response parsing, model tools, search-plus-scrape paths, full-content or answer-synthesis paths, tests, and documentation; separating unsupported research-index, crawl, browser, file-parse, monitor, or other non-search capabilities; auditing for leftover provider usage; or finishing and verifying an in-progress provider migration.

4.7k tokens scripts
Ingest
by NatsuFox

Primitive web crawling and scraping for one or more URLs. Use when a user shares links, asks to ingest or archive web content, or needs raw source artifacts normalized into reusable local records before feed-building or synthesis.

1.5k tokens scripts
Feed
by NatsuFox

Turn a crawler-produced Tapestry artifact into a source-appropriate structured feed. Use when a user wants a rigorous feed entry, normalized text output, or source-specific organization rather than a loose free-form summary.

907 tokens
Tapestry
by NatsuFox

AI-native web intelligence workflow for crawling, organizing, and synthesizing web content from multiple platforms (Zhihu, Reddit, HN, X/Twitter, Xiaohongshu, Weibo). Use when users share URLs, want to archive web content, build knowledge bases, or analyze online discussions.

2.1k tokens scripts
Apify Automation
by ComeOnOliver

Automate web scraping and data extraction with Apify -- run Actors, manage datasets, create reusable tasks, and retrieve crawl results through the Composio Apify integration.

1.7k tokens needs MCP
Firecrawl Automation
by ComeOnOliver

Automate web crawling and data extraction with Firecrawl -- scrape pages, crawl sites, extract structured data, batch scrape URLs, and map website structures through the Composio Firecrawl integration.

2k tokens needs MCP
PhantomBuster Automation
by ComeOnOliver

Automate lead generation, web scraping, and social media data extraction workflows through PhantomBuster's cloud platform via Composio

1.2k tokens needs MCP
Scrape Do Automation
by ComeOnOliver

Automate Scrape Do tasks via Rube MCP (Composio). Always search tools first for current schemas.

738 tokens needs MCP
Decodo Scraper
by ComeOnOliver

Search Google, scrape web pages, Amazon product pages, YouTube subtitles, or Reddit (post/subreddit) using the Decodo Scraper OpenClaw Skill.

1.5k tokens
Crawl4ai
by ComeOnOliver

Complete toolkit for web crawling and data extraction using Crawl4AI. This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, or build automated web data pipelines. Includes optimized extraction patterns with schema generation for efficient, LLM-free extraction.

3.8k tokens scripts
Google Serp Lead Scraper
by ComeOnOliver
1k tokens
Scrape Leads
by ComeOnOliver
1.7k tokens
Upwork Scrape Apply
by ComeOnOliver
1.4k tokens
Firecrawl
by ComeOnOliver
1.2k tokens
Web Scraper
by ComeOnOliver
2.3k tokens