ai-web-scraping-scrapegraph
This skill harnesses AI to pull structured information from web pages by simply describing what you want. Use natural language prompts to extract product details, search results, or entire site content, with support for JavaScript-heavy sites, pagination, and custom output schemas.
ai-web-scraping-scrapegraph extracts structured data from websites by describing what you need in natural language.
AI-generated summary based on this skill's SKILL.md
Decision gist · record as of 2026-07-23
ai-web-scraping-scrapegraph extracts structured data from websites by describing what you need in natural language. This skill harnesses AI to pull structured information from web pages by simply describing what you want. Use natural language prompts to extract product details, search results, or entire site content, with support for JavaScript-heavy sites, pagination, and custom output schemas.
Use it when
- Yes.
- Yes, ai-web-scraping-scrapegraph can scrape and convert web pages to markdown format for processing.
Verify before relying
Read SKILL.md below before installing (2 files). Open directory: indexed for reading, not audited.
Install
gooseworks-ai/goose-skills/ai-web-scraping-scrapegraph · repository language: Python
Open directory. Skills are indexed for reading, not audited. Review a skill's body before installing it.
Frequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
What is ai-web-scraping-scrapegraph and how does it work?
ai-web-scraping-scrapegraph is an AI-powered web scraping tool that extracts structured data from websites using natural language prompts. Instead of writing complex selectors, you describe what information you need—like product prices or article titles—and the skill intelligently identifies and pulls that data from web pages, including JavaScript-heavy sites.
Can I extract data from websites using prompts with this skill?
Yes. ai-web-scraping-scrapegraph lets you extract data from websites using natural language prompts. Simply describe the information you want—such as product names, prices, or contact details—and the AI automatically locates and structures that data for you without requiring CSS selectors or manual configuration.
Does ai-web-scraping-scrapegraph support converting webpages to markdown?
Yes, ai-web-scraping-scrapegraph can scrape and convert web pages to markdown format for processing. This makes it easy to feed webpage content into downstream tools, documentation systems, or AI models while preserving structure and readability.
How does ai-web-scraping-scrapegraph handle multi-page crawling?
ai-web-scraping-scrapegraph crawls multiple pages and maps website structure automatically. It can follow pagination, navigate site hierarchies, and extract data across linked pages without manual intervention, making it ideal for collecting large datasets from complex websites.
Can I use ai-web-scraping-scrapegraph for price monitoring?
Yes. ai-web-scraping-scrapegraph supports monitoring prices and tracking data across e-commerce sites. You can set up automated extraction of product prices, availability, and other details from multiple pages, enabling competitive pricing analysis and market monitoring.
What license does ai-web-scraping-scrapegraph use?
ai-web-scraping-scrapegraph is released under the MIT license, which permits free use, modification, and distribution for both commercial and personal projects with minimal restrictions.
SKILL.md
Rendered from the published skill. Quoted content, verbatim.
ScrapeGraph AI - Intelligent Web Scraping
Setup
Read your credentials from ~/.gooseworks/credentials.json:
export GOOSEWORKS_API_KEY=$(python3 -c "import json;print(json.load(open('$HOME/.gooseworks/credentials.json'))['api_key'])")
export GOOSEWORKS_API_BASE=$(python3 -c "import json;print(json.load(open('$HOME/.gooseworks/credentials.json')).get('api_base','https://api.gooseworks.ai'))")
If ~/.gooseworks/credentials.json does not exist, tell the user to run: npx gooseworks login
All endpoints use Bearer auth: -H "Authorization: Bearer $GOOSEWORKS_API_KEY"
Extract web content using AI with natural language prompts.
Capabilities
- Start SmartScraper: Extract content from a webpage using AI by providing a natural language prompt and a URL
- Start SearchScraper: Start a new AI-powered web search request
- Scrape: Extract raw HTML content from web pages with JavaScript rendering support
- Start SmartCrawler: Start a new web crawl request with AI extraction or markdown conversion
- **Start
(truncated - see the full file via the links below)
File tree — 2 files
skills/research-tools/capabilities/ai-web-scraping-scrapegraph/SKILL.md
skills/research-tools/capabilities/ai-web-scraping-scrapegraph/skill.meta.json
Let your AI agent find skills like this
Example. Real query, live index.
You found this page by searching. An agent finds it by wishing: SkillFed indexes 56,283 agent skills by what they can do, searchable in plain language.
wish › “Extract structured data from websites using natural language prompts”
Give your agent the search over MCP, or paste the wish link into any chat. No install? Search from any chat →
Related skills
Web-scraping lets you pull structured data from any URL using plain English descriptions of what you need. Choose from AI-powered extraction with natural language prompts, high-volume batch processing, or schema-based data structuring—then combine methods for comprehensive site crawling and automation.
SEO Analyzer maps site structure, extracts page content, and identifies backlink opportunities to evaluate SEO performance. It examines keywords, content quality, and competitor positioning across your website. Use it to prioritize optimization efforts and track ranking improvements over time.
API Tester validates endpoints and their responses against expected schemas. Extract API specs from documentation, test GET and POST requests, and document any discrepancies between live behavior and published contracts.
PDF Processor pulls text, tables, and structured information from PDF documents through a multi-step workflow. It fetches PDFs, extracts content with AI, isolates table data, and converts results to markdown for easy integration into your workflows.
Extract Webpage Data uses AI to pull structured information from web pages, transforming unorganized HTML into clean, actionable data. Choose from multiple extraction methods—natural language prompts, predefined schemas, or general scraping—depending on your needs. Handles product details, contact information, team rosters, and more.
browser-automation-notte provides programmatic control over browser sessions for web automation, scraping, and AI agent deployment. Start sessions with custom configurations, execute page interactions, capture screenshots, and manage cookies and network logs. Run autonomous agents to complete complex browser tasks end-to-end.
More skills firecrawl-scraping (MIT) · uptime-monitor (MIT) · linkedin-scraper (MIT) · web-search-exa (MIT) · web-scraping-olostep (MIT) · job-search (MIT) · sales-prospecting (MIT) · email-campaign (MIT)