Find businesses, leads, emails, reviews, ratings, and contact details from Google Maps. Use for requests such as "find dentists in Berlin", "scrape Google Maps", "get local business leads", or "collect Google Maps reviews". Runs the open-source scraper locally with Docker and guides nontechnical users through setup…
A guide for creating OpenCLI adapters for websites. An adapter is code that lets a command-line tool communicate with a particular website’s interfaces and data.
Browse websites, read web pages, interact with web apps, call website APIs, and automate web tasks. Use Neo when: user asks to check a website, read a web page, post on social media (Twitter/X), interact with any web app, look up information on a specific site, scrape data from websites, automate browser tasks, or…
Research skill for ketch — a fast stateless CLI for web search, OSS code search, curated library docs, page scraping, and site crawling; an optional MCP server exists for operators who want it, but the CLI is the primary interface. Use when a question needs live sources: 'research X', 'what are people saying about Y'…
Fetch and render web pages using the Servo browser engine — a single binary with JS execution, CSS layout, screenshots, and content extraction. Use when a URL returns empty or incomplete content with plain HTTP fetch, when you need a screenshot without GPU, or when you need to run JavaScript in a page context. No…
Cognitive Browser — AI browser automation that simulates real user cognition. 122 MCP tools, 21 personas, 25 cognitive traits, constitutional safety, cognitive journeys with LLM-free trace replay, screen capture to GIF/WebP/WebM with an AI-readable frame manifest (v18.69.3). USE WHEN browser automation OR cognitive…
A web crawler and scraper that searches with DuckDuckGo, fetches individual pages or whole sites, and returns clean Markdown intended for language models. It can also scrape pages that need JavaScript to display their content.
A general-purpose guide for examining JavaScript code to identify website encryption, request signatures, and anti-bot checks, then documenting the findings in Python.
Use when working with the Ares web scraper — an LLM-powered Rust tool that extracts structured data from websites using JSON Schemas. Covers library usage, CLI commands, REST API, schema creation, adding custom fetchers/cleaners/extractors, deployment, and contributing to the Ares codebase.
Use for Patchright/Playwright-based public or authorized browser probing: warm-session cookie/storage generation, browser network capture, JSON/API route discovery from page loads, rendered DOM fallback, screenshots, tiny DOM samples, and user-owned storage-state workflows. Do not use for CAPTCHA solving, credential…
Assess, reuse, build, repair, and validate public retail catalog and price channels in the Retail Scrapers Python toolkit. Use when a user provides a retailer name or URL, asks whether an existing adapter or market configuration can handle it, requests a new channel, or needs an existing channel fixed after site drift.
Orchestrate autonomous deep web research, parallel scraping, citation synthesis, fact checking, and persistent memory using the Deep Research MCP server. Use when asked to 'deep research', 'research this topic', 'fact check claim', 'compare sources', or perform comprehensive multi-source investigation with zero API…
Search the web, fetch a page, or crawl a site — via the spider-data CLI, which is backed by the spider.cloud API. Use this for ANY web access: looking something up online, reading a URL, checking documentation, researching a library or product, pulling an article, or gathering pages from a site. This REPLACES the…
Scrape web pages using Scrapling with anti-bot bypass (like Cloudflare Turnstile), stealth headless browsing, spiders framework, adaptive scraping, and JavaScript rendering. Use when asked to scrape, crawl, or extract data from websites; webfetch fails; the site has anti-bot protections; write Python code to…
Use when a Bright Data Scraper Studio collector returns wrong, empty, or partial data and needs repairing — detect what broke, write a heal brief, and decide whether the proposed fix earns a commit. Also use before creating a custom collector, to check whether Bright Data already ships one. Triggers on "scraper…
World-Class Autonomous AI Playbook & Cognitive Reasoning Framework for InfinityScrape MCP Suite. Enables any AI Agent to scrape web content with high-speed Singleton BrowserPool (1.8s), render dynamic SPAs with Playwright, bypass Cloudflare Turnstile, execute 3-tier multi-engine search failovers (Anti-429), crawl…
Read any live web page as clean Markdown plus Litmus source-intelligence signals (source authority, freshness, structural trust, syndication, paywall) through the NanoParse MCP server. Use when an agent needs the content of a URL that is noisy, JavaScript-rendered, or behind a bot wall, or needs to judge whether a…
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