Web Scraper

Web Scraper turns any website into structured, readable data. It handles JavaScript-heavy pages, anti-bot protection, geographic targeting, and AI-powered data extraction — all without writing any code. Whether you need the text from a single page, a full site crawl, or a structured dataset extracted to a schema, it's one tool.

Standard web scrapers break on modern sites that require JavaScript to render. This one renders fully, bypasses bot detection, supports custom request headers, and can extract specific data fields using AI so you get exactly what you asked for, not raw HTML. Checked 2026-08-26 against this manifest.

What you can do

scrape_page — scrape a single page with JS rendering; returns markdown, HTML, filtered content, or JSON responses
crawl_site — recursively crawl a site up to a depth and page limit, collecting all content
map_site — fast URL discovery without content, useful before deciding what to crawl
extract_data — AI-powered structured extraction — describe what you want or pass a JSON schema
search_web — search the web and optionally scrape the top results in one call
stealth_scrape / stealth_crawl — enhanced anti-bot bypass for heavily protected pages

Who it's for

Researchers aggregating content from multiple sites. Data teams building datasets from web sources. Developers integrating web content into pipelines. Marketers monitoring competitor offers and messaging. Analysts tracking content changes over time.

How to use it

Start with scrape_page for a single URL — add onlyMainContent to strip navigation and footers
Use map_site to discover URLs on a domain before deciding what to crawl
Use crawl_site for recursive multi-page collection with depth and path filters
Use extract_data when you want specific fields — pass a schema or describe what to extract in plain English
If a page blocks the ordinary request, use stealth_scrape for enhanced routing
For long React/SPA pages or competitor research, set fullContent to true or increase maxPreviewChars so the model-facing response includes more than the compact preview

Getting started

Try scrape_page with "https://example.com" and a bounded preview. Representative manifest-schema shape: success, data [redacted]. Complete rendering is not guaranteed; timing varies.

Collect Curated Web Datapaid

Run one approved marketplace-product, marketplace-review, or public-profile collection through an explicitly selected configured provider; arbitrary dataset and actor IDs are blocked.

Returns: Bounded normalized collection records with provider, run ID, observation time, limits, and preset provenance

Scrape Pagepaid

Scrape a single web page with full JavaScript rendering, anti-bot bypass, and configurable output formats. Supports markdown, HTML, and content filtering by CSS tags.

Returns: Scraped page content in the requested formats (markdown, HTML, etc.) with metadata, or parsed JSON for API endpoints

Crawl Sitepaid

Recursively crawl a website starting from a URL, following links up to a configurable depth and page limit. Returns scraped content for all discovered pages.

Returns: Array of scraped pages with content, metadata, and crawl status

Map Sitepaid

Quickly discover all URLs on a website using sitemaps and link analysis. Returns a flat list of URLs without scraping content. Optionally filter by keyword.

Returns: List of discovered URLs from the website via sitemaps and link analysis

Extract Structured Datapaid

Use AI to extract structured data from one or more web pages. Provide a JSON Schema for typed output or a natural language prompt for flexible extraction.

Returns: AI-extracted structured data from the provided URLs, matching the schema or prompt

Search & Scrapepaid

Search the web using a query and optionally scrape the content of each result page. Returns search results with titles, URLs, and snippets, plus full page content when scraping is enabled.

Returns: Search results with titles, URLs, snippets, and optionally full scraped page content in markdown

Stealth Scrape Pagepaid

Scrape a single bot-protected web page using enhanced residential proxies, geo-targeted IPs, and extended rendering wait times. Bypasses Cloudflare, Akamai, DataDome, and similar anti-bot systems.

Returns: Scraped page content from bot-protected sites in the requested formats with metadata

Stealth Crawl Sitepaid

Recursively crawl a bot-protected website using enhanced proxies on every page. Bypasses anti-bot systems across the entire crawl, with geo-targeted IPs and extended rendering.

Returns: Array of scraped pages from bot-protected sites with content, metadata, and crawl status

Information

Price: From $0.005
Billing: The final price is shown before running. Failed paid calls do not charge.
Providers: Firecrawl, TinyFish
Firecrawl API Key: Optional: use your own Firecrawl key instead of the platform default · Get key
TinyFish API Key: Optional: use your own TinyFish key instead of the platform default · Get key
Bright Data API Key: Optional key for curated snapshot collection · Get key
Bright Data Preset Map: JSON mapping of approved preset names to configured dataset IDs
Apify API Token: Optional key for curated actor tasks · Get key
Apify Preset Map: JSON mapping of approved preset names to pinned actor task IDs

Guides using Web Scraper

ChatGPT MCP Not Working: Fixes That Match the ProductDeveloper mode off, free plan, not enabled in that chat, or a localhost URL. Custom MCP in ChatGPT is a per-conversation app, not a global plugin.
How to Add MCP on Claude TeamOn Claude Team, only an Owner adds a custom connector. Members then Connect. URL for ToolRouter is https://api.toolrouter.com/mcp/anthropic.
How to Add MCP to CursorAdd ToolRouter to Cursor with a one-click link or mcp.json. Local npx or a remote HTTPS URL. Tools show in the agent list after restart.
How to Scrape a Website in ChatGPTUse a read/fetch ToolRouter MCP app to scrape websites in ChatGPT Pro, Business or Enterprise/Edu web with structured output.