IntroducingFlashCrawl Logo

Turn any website into
clean, structured data

FlashCrawl scrapes any page with real browsers, returns JSON you define, runs on a schedule, and plugs straight into your AI agents over MCP. One API for the entire web.

50 free credits to start JavaScript-heavy sites REST & MCP
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API Response
{
"scraped_url": "https://example.com/products",
"scraped_at": "2025-04-13T13:38:11-04:00",
"items": [
{
"title": "Wireless Noise-Canceling Headphones",
"price": "$199.99",
"rating": 4.7,
"reviews": 254,
"availability": "In Stock",
"product_url": "https://example.com/products/wireless-headphones",
"image_url": "https://example.com/images/wireless-headphones.jpg"
},
{ "title": "Smart Fitness Tracker", ... },
{ "title": "4K Ultra HD Action Camera", ... }
]
}

One scraping API. Everything you need.

Rendering, structure, scheduling, and AI access — handled, so you ship faster.

Structured outputs

Describe the JSON you want — get it back typed and validated.

Selector extraction

Generate selectors once, then re-extract with no LLM for far fewer credits.

Real browsers

Renders JavaScript and scrolls like a human, so you get what users see.

Screenshots

Grab a pixel-perfect PNG of any page in a single call.

Scheduled tasks

Turn any scrape into a cron job that refreshes your data on autopilot.

Native MCP

Plug into Claude or Cursor as a tool — agents pull live web data on demand.

Prompt to production

Test in the playground, ship the same query as a REST call.

Built to scale

Pay-as-you-go credits and infra that goes from one page to millions.

Test Your Scrapers in the Playground

Try out your scraping queries in our interactive playground before scheduling them as automated tasks. Perfect for refining your data extraction strategy and ensuring you get exactly the data you need.

Web Scraper Playground

Enter the URL and scraper prompt below.

Extracting information...

Scraper Output

Skinny Dennis [/]
About [/about]
Menu [/menu]
Calendar [/calendar]
Gallery [/gallery]
Contact [/contact]
Subscribe [/subscribe]
[/calendar/template-cyph5-mxtad-yxmya-jkwmh-2q5xc-f6l7b]

[IMAGE: https://images.squarespace-
cdn.com/content/v1/5d71a6398a4d490013c5e96/1742365297089-
1H97ZR31MCLPMNHT34B6/Screenshot+2025-03-
18+at+3.35.13%E2%80%AFPM.png

Noah G. Fowler
https://images.squarespace-
cdn.com/content/v1/5d71a6398a4d490013c5e96/1742365297089-
1H97ZR31MCLPMNHT34B6/Screenshot+2025-03-
18+at+3.35.13%E2%80%AFPM.png?format=500w]
[/calendar/template-cyph5-mxtad-yxmya-jkwmh-2q5xc-f6l7b]

Apr

14

to Apr 15
View Event → [/calendar/temp-late-cyph5-mxtad-yxmya-jkwmh-
2q5xc-f6l7b]

Noah G. Fowler is a songwriter and guitarist now based in
Automation

Set it once. Fresh data forever.

Schedule any scrape with a cron expression and FlashCrawl keeps your data current — automatically. Track competitor prices, watch inventory, refresh feeds, and build datasets that update themselves. Just query the latest run whenever you need it.

Any schedule, any timezone

Standard cron expressions let you run jobs every minute, hour, day, or week — in the timezone that matters to your business.

History & on-demand runs

Every run is stored and queryable. Pull historical results or trigger a manual run the moment you need the freshest data.

One dashboard to rule them

Create, pause, and monitor every scheduled task from a single console with full run history and status at a glance.

Create New Task

Automated
Schedule Preview

Runs daily at 9:00 AM UTC, Monday through Friday

mcp.json
{
  "mcpServers": {
    "flashcrawl": {
      "url": "https://api.flashintelligence.com/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

Drop this into Claude Desktop, Cursor, or any MCP client and your agent can scrape the live web instantly.

Model Context Protocol

Give your AI agents live web access

FlashCrawl ships as a native MCP server, so the tools you already use — Claude, Cursor, and any MCP-compatible agent — can browse and extract real web data on demand. No SDKs, no scraping boilerplate, no stale training data.

Agents that see the current web

Let your LLM pull today's prices, news, and listings instead of guessing from memory.

Zero integration code

Add one config block, paste your API key, and FlashCrawl shows up as a callable tool.

Built for every data-hungry team

Whatever you're building, FlashCrawl turns the messy web into the clean data you need

E-commerce

Scrape product data, prices, and reviews from various online stores, enabling you to monitor competitors or aggregate product information in one place.

Content Aggregation

Collect articles, images, and links for easy curation and publication, helping you stay ahead in content marketing or news aggregation.

Data Analysis

Gather large datasets from public websites to power your research, business intelligence, or machine learning models.

Finance

Extract financial data, market trends, and reports to keep track of the latest economic developments or to feed into financial models.

Start scraping in the next 5 minutes

Prototype a scrape in the playground, define your schema, and ship it as a REST call or MCP tool. Your first 50 credits are on us — no credit card required.