mcpbeat

Web Scraping Skills

343 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 1 826 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.

343 unique 106 authors 212 updated this month 21 from vendors

1 826
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

145–192 of 343

page 4 of 8
Browser Search
Johell1NS

Multi-engine web search (SearXNG) + browsing/scraping (Camofox, CloakBrowser). Use whenever you need to do web research.

300k tokens scripts
Search Tips
malob

> This skill should be used when performing web research beyond a simple single search -- looking into topics, comparing options, investigating questions, finding recommendations, or any task where effective use of Exa, Firecrawl, and Reddit tools matters. Triggers on "research", "look into", "investigate", "compare", "find out about", "search for", "find information", "what do people think about", "what are the best", "look up", or multi-source search tasks. Also invocable explicitly by deep-research team members via the Skill tool.

10k tokens
Ax
mxyhi

Use the ax CLI instead of curl + throwaway parsing scripts whenever you fetch a URL, explore an unknown web page, or extract structured data from HTML. Trigger whenever you are about to write an inline script (python3 heredoc, node -e, regex over HTML) or a bare curl for one-off web fetching, scraping, or page exploration.

924 tokens
Kimi Webbridge
mxyhi

| Kimi WebBridge lets AI control the user's real browser — navigate, click, type, read, screenshot, and interact with any website using the user's actual login sessions. Use this skill whenever the user wants to interact with websites, automate browser tasks, scrape web content, or perform any action requiring a real browser. Also use when the user mentions "browser", "webpage", "open URL", "screenshot", or asks to read/interact with any website. Use even for simple-sounding browser requests — the daemon handles all complexity.

4k tokens
Godot Genre Roguelike
thedivergentai

Expert blueprint for roguelikes including procedural generation (Walker method, BSP rooms), permadeath with meta-progression (unlock persistence), run state vs meta state separation, seeded RNG (shareable runs), loot/relic systems (hook-based modifiers), and difficulty scaling (floor-based progression). Use for dungeon crawlers, action roguelikes, or roguelites. Trigger keywords: roguelike, procedural_generation, permadeath, meta_progression, seeded_RNG, relic_system, run_state.

15k tokens scripts
Site Architecture
borghei

> Information architecture, URL hierarchy, internal linking strategy, navigation design, and silo structure for websites. Covers architectural audits, new site planning, crawl equity optimization, and topic cluster mapping.

12k tokens scripts
Tavily Map
tavily-ai

| Discover and list all URLs on a website without extracting content, via the Tavily CLI. Use this skill when the user wants to find a specific page on a large site, list all URLs, see the site structure, find where something is on a domain, or says "map the site", "find the URL for", "what pages are on", "list all pages", or "site structure". Faster than crawling — returns URLs only. Essential when you know the site but not the exact page. Combine with extract for targeted content retrieval.

796 tokens
Tavily Best Practices
tavily-ai

Build production-ready Tavily integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code, Cursor, etc.) to implement web search, content extraction, crawling, and research in agentic workflows, RAG systems, or autonomous agents.

18k tokens
Tavily Crawl
tavily-ai

| Crawl websites and extract content from multiple pages via the Tavily CLI. Use this skill when the user wants to crawl a site, download documentation, extract an entire docs section, bulk-extract pages, save a site as local markdown files, or says "crawl", "get all the pages", "download the docs", "extract everything under /docs", "bulk extract", or needs content from many pages on the same domain. Supports depth/breadth control, path filtering, semantic instructions, and saving each page as a local markdown file.

995 tokens
Firecrawl Monitor
aiskillstore

Create Firecrawl monitors that watch pages, sites, or web search results and send change alerts by email or webhook.

27k tokens
Firecrawl Scrape
aiskillstore

| Extract clean markdown from any URL, including JavaScript-rendered SPAs. Use this skill whenever the user provides a URL and wants its content, says "scrape", "grab", "fetch", "pull", "get the page", "extract from this URL", or "read this webpage". Handles JS-rendered pages, multiple concurrent URLs, and returns LLM-optimized markdown. Use this instead of WebFetch for any webpage content extraction.

7k tokens
Firecrawl Search
aiskillstore

| Web search with full page content extraction. Use this skill whenever the user asks to search the web, find articles, research a topic, look something up, find recent news, discover sources, or says "search for", "find me", "look up", "what are people saying about", or "find articles about". Returns real search results with optional full-page markdown — not just snippets. Provides capabilities beyond Claude's built-in WebSearch.

7k tokens
Robots Sitemap Validator
aiskillstore

Check robots.txt and sitemap.xml for crawl-blocking mistakes. Use when the user says "check my robots.txt", "validate my sitemap", or "is my site crawlable".

4k tokens scripts
Just Scrape
aiskillstore

Search, scrape, crawl, extract structured data, and monitor web pages via the ScrapeGraph AI CLI. Use when the user asks to search the web, scrape a webpage, grab content from a URL, extract JSON from a site, crawl documentation or site sections, monitor a page for changes, inspect request history, check ScrapeGraph credits, or validate API setup.

29k tokens
X Twitter Scraper
aiskillstore

Use when the user needs X (Twitter) data or confirmation-gated X actions through Xquik: tweet search, user lookup, follower extraction, media download, monitoring, webhooks, MCP, SDKs, posting, likes, DMs, and profile updates. Requires a Xquik API key. Never ask for X login material.

62k tokens
Lead Scraper
aiskillstore

行业客户名单爬取 — 地区+行业→企业名称/联系人/电话/地址CSV

3k tokens zh
Web Scraper
aiskillstore

爬虫/数据采集工程师 Agent — 覆盖网页数据采集、API抓取、动态内容渲染、反爬对抗、数据清洗存储、分布式爬虫架构、App抓包逆向等全领域数据采集工作。能动手搭建完整爬虫系统,不只是出方案。

21k tokens zh
Roguelike
gamedev-skills

> and loot tables. Use for a roguelike/roguelite or turn-based grid dungeon crawler with procedural levels.

3k tokens
Scrapling
Cedriccmh

| 使用 scrapling 进行网页抓取和数据提取。根据目标网站特征自动选择最佳 Fetcher, (1) 抓取/爬取网页内容或数据(scrape, crawl, fetch page, extract data) (2) 需要绕过 Cloudflare/WAF 等反爬保护 (3) 登录后抓取受保护页面 (4) 解析已有 HTML 提取结构化数据 (5) 用户提供 URL 并要求获取页面内容或特定元素 (6) 批量采集多个页面

11k tokens scripts zh
Web Unblocker
oxylabs

Bypasses anti-bot protections using Oxylabs Web Unblocker, an AI-powered proxy that handles fingerprinting, JavaScript rendering, and retries automatically. Use when the user needs to scrape protected websites, bypass CAPTCHAs, access blocked content, or when regular proxies fail due to anti-bot measures.

2k tokens
Web Scraper API
oxylabs

Production-grade web scraping with automatic anti-bot bypass, structured JSON parsing for 40+ targets, and geo-targeting. Use when the user needs to scrape web pages, extract product data, get search results, or collect structured data from supported e-commerce and search platforms without worrying about getting blocked and when geo targeting is required.

4k tokens
Proxies
oxylabs

>- Dedicated Datacenter/ISP proxies with geo-targeting, IP rotation, session persistence, and port-based sticky IPs. Use when routing traffic through proxies, building scrapers with proxy auth, rotating or sticky sessions, whitelisting IPs, or accessing geo-restricted content.

8k tokens
Web Scraping
jamditis

Authorized web content extraction with trust-boundary controls, scraping cascades, poison-pill detection, browser rendering, observed API analysis, and social-media archiving. Use when extracting public content, diagnosing access failures, implementing respectful scrapers, or processing social-media sources with requests, trafilatura, Playwright, yt-dlp, or instaloader.

7k tokens
Firecrawl Research
glebis

This skill should be used when the user requests to research topics using FireCrawl, enrich notes with web sources, search and scrape information, or write scientific/academic papers. It extracts research topics from markdown files, creates research documents with scraped sources, generates BibTeX bibliographies from research results, and provides Pandoc/MyST templates for academic writing with citation management.

8k tokens scripts
Brightdata
Microck

| Progressive four-tier URL content scraping with automatic fallback strategy. USE WHEN user says "scrape this URL", "fetch this page", "get content from", "can't access this site", "use Bright Data", "pull content from URL", or needs to retrieve web content that may have bot detection or access restrictions.

2k tokens
Browser
iamzhihuix

Minimal Chrome DevTools Protocol tools for browser automation and scraping. Use when you need to start Chrome, navigate pages, execute JavaScript, take screenshots, or interactively pick DOM elements. Triggers include "browse website", "scrape page", "take screenshot", "automate browser", "extract DOM", "web scraping".

3k tokens scripts
Tavily
intellectronica

Use this skill for web search, extraction, mapping, crawling, and research via Tavily’s REST API when web searches are needed and no built-in tool is available, or when Tavily’s LLM-friendly format is beneficial.

2k tokens
Serpapi
nicepkg

SerpApi search engine results API via curl. Use this skill to scrape Google, Bing, YouTube, and other search engines.

1k tokens
Data Scraper Agent
loulanyue

Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Scrapes on a schedule, enriches data with a free LLM (Gemini Flash), stores results in Notion/Sheets/Supabase, and learns from user feedback. Runs 100% free on GitHub Actions. Use when the user wants to monitor, collect, or track any public data automatically.

6k tokens
Data Scraper Agent
loulanyue

Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Scrapes on a schedule, enriches data with a free LLM (Gemini Flash), stores results in Notion/Sheets/Supabase, and learns from user feedback. Runs 100% free on GitHub Actions. Use when the user wants to monitor, collect, or track any public data automatically.

6k tokens
Data Scraper Agent
loulanyue

Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Scrapes on a schedule, enriches data with a free LLM (Gemini Flash), stores results in Notion/Sheets/Supabase, and learns from user feedback. Runs 100% free on GitHub Actions. Use when the user wants to monitor, collect, or track any public data automatically.

6k tokens
Data Scraper Agent
loulanyue

构建一个全自动化的AI驱动数据收集代理,适用于任何公共来源——招聘网站、价格信息、新闻、GitHub、体育赛事等任何内容。按计划进行抓取,使用免费LLM(Gemini Flash)丰富数据,将结果存储在Notion/Sheets/Supabase中,并从用户反馈中学习。完全免费在GitHub Actions上运行。适用于用户希望自动监控、收集或跟踪任何公共数据的场景。

6k tokens
Data Scraper Agent
loulanyue

Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Scrapes on a schedule, enriches data with a free LLM (Gemini Flash), stores results in Notion/Sheets/Supabase, and learns from user feedback. Runs 100% free on GitHub Actions. Use when the user wants to monitor, collect, or track any public data automatically.

6k tokens
X Twitter Scraper
hoodini

X (Twitter) data extraction and scraping. Use when asked to scrape tweets, extract followers, search Twitter/X users, download media from tweets, monitor X accounts, or analyze Twitter engagement. Triggers on twitter, x.com, tweet, follower, following, retweet, quote tweet, scrape, OSINT.

575 tokens
Firecrawl
membranedev

| Firecrawl integration. Manage data, records, and automate workflows. Use when the user wants to interact with Firecrawl data.

2k tokens
Scrape Itcloud
membranedev

| Scrape-It.Cloud integration. Manage Projects, Users, Organizations. Use when the user wants to interact with Scrape-It.Cloud data.

2k tokens
Gallery Scraper
jdrhyne

Bulk download images from login-protected gallery websites using an attached browser session. Use when asked to scrape, download, or save images from authenticated gallery pages, extract full-size images from thumbnails, or batch download from multi-page galleries.

3k tokens scripts
Apify Booking Host Leads vendor
apify

Find and enrich B2B leads from Booking.com - hotels, apartments, and vacation rentals - and pull each host's or property manager's real contact details (email, phone, company name, registration number). Use when the user says things like "get emails from Booking.com", "Booking.com lead generation", "find tour operator / property manager / host contacts", "scrape accommodation owner emails", or "build a list of Booking hosts". The host's email is usually already inside the Booking scraper's traderInfo field (EU/AU trader-transparency disclosure) - this skill leads with that and uses a Google Maps email scraper only as a fallback, instead of relying on Google Maps first (which mostly returns the wrong business).

3k tokens
Apify Public Registries vendor
apify

Look up official company data from European public registries across 11 countries/regions (CZ, SK, PL, DE, UK, NL, RO, HR, SE + EU-level + ESG). Covers company registration, ownership, financial filings, VAT status, ESG data. Use when the user asks to "look up a company", "check registry", "find company info", "look up IČO/KRS/LEI/CRN", "company due diligence", "check VAT status", "find ownership structure", or needs official data from European registries. Reads tracked companies from data/companies.json. Some lookups use Python scripts (stdlib), some fall back to Apify actors for scraping-based registries.

39k tokens scripts
Apify Ecommerce vendor
apify

Scrape e-commerce data for pricing, reviews, bestsellers, and seller discovery across 30+ platforms including Amazon, Walmart, eBay, Shopify, WooCommerce, and more. Use when user asks about product prices, competitor analysis, store scraping, tech stack detection, food delivery, real estate, or marketplace intelligence.

3k tokens
Web Scraping
billy-enrizky

| Extract structured data from websites, scrape page content, and collect information across multiple pages. pull content from web pages, gather data across multiple pages, or download page content.

2k tokens
Adhx
lingxling

Fetch any X/Twitter post as clean LLM-friendly JSON. Converts x.com, twitter.com, or adhx.com links into structured data with full article content, author info, and engagement metrics. No scraping or browser required.

1k tokens
Apify Brand Reputation Monitoring
lingxling

Scrape reviews, ratings, and brand mentions from multiple platforms using Apify Actors.

4k tokens scripts
Apify Lead Generation
lingxling

Scrape leads from multiple platforms using Apify Actors.

4k tokens scripts
Apify Ultimate Scraper
lingxling

AI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task.

5k tokens scripts
Apify Ecommerce
lingxling

Extract product data, prices, reviews, and seller information from any e-commerce platform using Apify's E-commerce Scraping Tool.

5k tokens scripts
Deepapi
lingxling

Use DeepAPI for supported scraping, research, and email workflows with explicit credentials and approval.

7k tokens
Hasdata CLI
lingxling

Command-line access to search, scraping, and structured web data.

19k tokens