harpa-aiAutomate web browsers, scrape pages, search the web, and run AI prompts on live websites via HARPA AI Grid REST API
Install via ClawdBot CLI:
clawdbot install alxsharuk/harpa-aiGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://api.harpa.ai/api/v1/grid`Calls external URL not in known-safe list
https://harpa.ai/grid/web-automationAI Analysis
The skill interacts with a documented, legitimate third-party API (HARPA AI) for its stated purpose of browser automation and web scraping. While it sends data externally, this is consistent with the skill's functionality and requires explicit user configuration (API key). No hidden instructions, credential harvesting, or obfuscation were found.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
E-commerce businesses can automate daily scraping of competitor product pages to track pricing, availability, and promotions. This enables dynamic pricing strategies and inventory adjustments based on real-time market data.
Sales teams can scrape business directories or professional networks to extract contact information like emails and phone numbers. This automates prospecting efforts, saving hours of manual research for targeted outreach campaigns.
Media companies can scrape multiple news websites to aggregate headlines and summaries into a centralized dashboard. This supports trend analysis and content curation by automatically collecting data from diverse sources.
Researchers can scrape scientific journals or public databases to gather datasets for analysis, such as paper abstracts or statistical figures. This accelerates literature reviews and data compilation for studies.
Digital marketing agencies can use SERP actions to monitor keyword rankings and competitor search results. This provides insights for optimizing website content and ad campaigns based on search engine trends.
Offer a subscription-based service where clients pay monthly for automated web scraping and data delivery via API. This model generates recurring revenue by providing structured data feeds for industries like e-commerce or finance.
Provide consulting and development services to build tailored browser automation scripts for specific client needs, such as scraping behind-login pages or integrating with internal systems. Revenue comes from project-based fees and maintenance contracts.
Sell pre-scraped datasets or real-time data feeds through a marketplace, targeting sectors like market research or real estate. Revenue is generated from one-time purchases or subscription access to curated data collections.
💬 Integration Tip
Ensure the HARPA API key is securely stored as an environment variable and test with simple curl commands before scaling to production workflows.
Scored Jun 19, 2026
A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.
Uses a headless browser to navigate web pages, interact with elements, and extract clean, readable text content from URLs.
Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection
通过已登录的Edge或Chrome浏览器，利用Chrome DevTools Protocol执行JS渲染页面的导航、点击、截图及数据提取等自动化操作。
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High-performance browser automation for heavy scraping, multi-tab management, and precise DOM extraction. Use this when you need speed, reliability, or advanced state management (cookies/local storage) beyond standard web fetching.