SCRAPR

SCRAPR: The Data Layer for the Agentic Era

In the rapidly evolving landscape of AI and automation, data extraction remains a significant bottleneck. Traditional methods are often slow, brittle, and expensive. Enter SCRAPR, a next-generation tool designed to turn any website into an API. By bypassing the need for browsers and Selenium, SCRAPR offers pure HTTP speed, allowing developers and AI agents to transform any URL into clean, structured data in milliseconds.

Currently in development (v1.0) and seeking fundraisers, SCRAPR is already making waves as a #5 featured product on Product Hunt with over 400 pre-launch signups. It is the zero-maintenance solution for teams that want to stop fixing broken scrapers and start scaling data.

What's SCRAPR?

SCRAPR is a network-native data extraction platform that serves as the infrastructure layer for the agentic era. Unlike traditional tools that rely on headless browsers (like Puppeteer), SCRAPR uses a zero-browser approach. This means it is 10x faster and significantly more cost-effective.

SCRAPR intercepts the actual API calls a website makes, providing you with the underlying data directly rather than trying to parse complex HTML structures. Whether you are dealing with a standard webpage, a PDF, a spreadsheet, or a feed, SCRAPR can extract the information into JSON, Markdown, or XML formats instantly.

Features

SCRAPR is packed with features designed for high-performance data workflows:

• Pure HTTP Speed: Achieve extraction in under 200ms, compared to the 10-second wait times common with browser-based tools.
• Network Interception: No more brittle CSS selectors. SCRAPR intercepts network traffic to get clean data that doesn't break when a website changes its layout.
• Zero Maintenance: Because it doesn't rely on the visual layer of a site, maintenance headaches are virtually eliminated.
• Action Engine: Beyond simple extraction, SCRAPR can perform actions such as clicking, form filling, and submitting data.
• Developer-First Tools: Includes a powerful CLI Tool, Official SDKs (Python, Node.js, Go, Rust), and standard REST API endpoints.
• AI-Ready: Optimized for AI agents that require clean, structured JSON to function effectively.
• Global Infrastructure: Built to scale globally with high uptime and enterprise-grade reliability.

How to Use SCRAPR

Using SCRAPR is designed to be intuitive, whether you are using the terminal or integrating it into your codebase.

Using the CLI Tool

For quick extraction or automation scripts, you can use the SCRAPR CLI:

$ scrapr parse --url github.com
✓ Extracted 459 repos
✓ Complete 156ms

Using the REST API

You can send a POST request to the SCRAPR endpoint to get data from any URL:

curl -X POST https://api.scrapr.sh/parse \
  -H "Authorization: Bearer YOUR_KEY" \
  -d '{
    "url": "https://example.com",
    "output": "json"
  }'

The Workflow

1. URL In: Send any URL to the SCRAPR API.
2. Intercept: SCRAPR intercepts the network calls.
3. Parse: The system processes the data into the desired format.
4. JSON Out: You receive structured data in less than 200ms.

Use Cases

SCRAPR is versatile enough to handle a wide range of automated tasks:

• E-commerce & Travel: Search flight availability, compare prices across providers, and even complete booking flows automatically.
• Form Automation: Programmatically submit applications, register for accounts, or complete checkout processes.
• Reservations: Use natural language or API calls to find restaurants, check availability for specific times, and secure bookings.
• AI Data Sourcing: Provide AI agents with real-time, clean data from the web to improve their decision-making capabilities.
• Competitive Intelligence: Monitor website changes and data points without worrying about your scrapers breaking due to UI updates.

Why Teams Choose SCRAPR

When comparing SCRAPR to industry standards, the performance gap is clear:

• Speed: SCRAPR (<200ms) vs. Puppeteer (10,000ms).
• Setup Time: SCRAPR (Minimal) vs. Scrapy (Very High).
• Browser Necessity: SCRAPR (No) vs. Bright Data (Yes).
• Maintenance: SCRAPR (Zero) vs. Puppeteer (High).

FAQ

How does SCRAPR differ from traditional web scraping? Traditional scraping uses browsers to load a page and selectors to find data. SCRAPR intercepts the network calls directly, making it 10x faster and immune to most layout changes.

Can I scrape JavaScript-heavy sites? Yes. Since SCRAPR intercepts the underlying data requests these sites make, it handles JavaScript-heavy environments more efficiently than a browser-based scraper.

What about rate limiting and IP blocking? SCRAPR is built for scale and includes infrastructure to manage requests effectively, though specific implementation details are optimized for the agentic era.

Can I use actions to interact with sites? Yes, the Pro and Enterprise tiers include access to the Action Engine for clicks, form fills, and complex submissions.

Is my data secure? APIs are shared across the platform to improve speed, but you should never include passwords or sensitive data in your requests.

Do I need to write parsing logic? Minimal to no parsing logic is required. SCRAPR delivers clean JSON, Markdown, or XML ready for immediate use.