Scrapeless
Web data and cloud browser infrastructure for AI agents: agent browser, AI scrapers, web unlocker, crawl and proxies.
Scrapeless is a platform that gives AI agents and data teams cloud browsers, scraping APIs and proxies for collecting web data. Scrapeless is used through its API, language SDKs or an MCP server, so a developer or an agent can open a browser session, fetch a rendered page, crawl a whole site or query AI search engines.
Best for Developers and data teams building agents or pipelines that need hosted browsers and structured web data without running their own proxy and browser fleet.
- Platforms
- Web, API, MCP
- Pricing model
- Subscription
- Free trial
- Yes
- API
- Yes
- Made by
- NST LABS TECH LTD.
- Added
Last verified: . Information taken from scrapeless.com.
What is Scrapeless?
Scrapeless is a web data platform that supplies browser and scraping infrastructure to AI agents, automation workflows and data teams. Its Agent Browser is a cloud browser that works with Puppeteer and Playwright, keeps persistent profiles and offers live viewing plus session replay for debugging. AI Scrapers collect prompts, answers and citations from engines such as ChatGPT, Perplexity, Gemini and Copilot. Web Unlocker returns the rendered content of a URL and takes care of fingerprinting, CAPTCHA solving and IP rotation, while Crawl walks entire sites and outputs JSON, Markdown, HTML or screenshots. A proxy network with residential, ISP, datacenter and IPv6 addresses is also sold separately. Everything is reachable through an API, SDKs for Python, Node, Go and TypeScript, and an MCP server for clients like Claude Code and Cursor. The service is operated by NST LABS TECH LTD.
Key Features
Agent Browser
Hosts real browser sessions in the cloud that accept Puppeteer, Playwright and other CDP-based frameworks, with saved profiles and login persistence.
AI Scrapers
Pull structured conversations, including responses and cited sources, from AI engines such as ChatGPT, Perplexity, Gemini, Copilot and Grok.
Web Unlocker
Takes a URL and sends back rendered content, handling JavaScript rendering, retries, CAPTCHA solving and rotating IPs in a single call.
Crawl
Follows links recursively through a site and returns pages as Markdown, JSON, HTML or screenshots for AI pipelines.
Proxy Network
Provides four proxy types with country-level targeting and support for HTTP, HTTPS and SOCKS5 connections.
MCP Server and Integrations
Exposes each product as an MCP tool and ships nodes or packages for n8n, Make, Pipedream, Dify and LangChain.
Use Cases
- Form-Filling and Booking Agents
- Run agents that complete long forms or appointment flows on sites that sit behind logins and multi-factor prompts.
- Brand Visibility in AI Answers
- Track how AI search engines answer questions about a brand and which sources they cite.
- Price and Stock Monitoring
- Check competitor prices, promotions and availability across online retailers in different regions.
- Public Data for Research
- Gather public filings, disclosures and records at volume for compliance or financial research.
- Training Data Collection
- Assemble large page corpora and session logs in several formats for model training.
Things to know
- Unused balance does not carry over
- The pricing FAQ states that if monthly usage falls below the committed amount, the remaining funds are not kept for the next month.
- Identity checks for larger accounts
- Basic packages need no KYC, but raising thread limits or arranging an enterprise package involves a short compliance process.
- Stated data-collection policy
- The site carries a disclaimer saying the company follows regional laws and does not collect data from private, confidential or restricted sources.
- Payment options
- Payments go through Stripe-supported methods such as cards, PayPal, Alipay and wire transfer, and cryptocurrency is accepted as well.
FAQs
What is Scrapeless?
Scrapeless is a web data and browser infrastructure platform for AI agents and data teams. It combines a cloud browser, AI scrapers, a web unlocker, a crawler and a proxy network behind one API.
What is Scrapeless used for?
Scrapeless is used to automate browser tasks, extract structured data from websites, monitor AI engine answers and feed web content into AI pipelines.
Does Scrapeless have an API?
Yes. Scrapeless offers an API with documentation and a reference, SDKs for Python, Node, Go and TypeScript, and an MCP server.
Does Scrapeless offer a free trial?
Yes. The Scrapeless pricing page says a free trial is activated in the account as soon as you sign up.
How is Scrapeless billed?
Scrapeless uses prepaid packages: the amount is added to your balance and usage is deducted from it at the rate set by the package. Monthly and yearly options and an enterprise tier are listed; see the official pricing page for amounts.
Who makes Scrapeless?
Scrapeless is operated by NST LABS TECH LTD., according to the copyright notice on its website.
Which AI tools can connect to Scrapeless?
Scrapeless lists MCP support for Claude Code, Cursor, Cline, Windsurf, Codex and other MCP-compatible clients.
Who it's for
- AI agent developers
- Data engineers
- Automation teams
- Marketing analysts
- ML researchers
Comments
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Alternatives to Scrapeless
| Tool | Free plan | Starting price | API |
|---|---|---|---|
 FirecrawlWeb data API that searches, scrapes, crawls and interacts with websites and returns clean output for AI applications. |
Yes | $16/mo | Yes |
 FastMCPPython framework for building Model Context Protocol servers, clients and interactive apps. |
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 Kong KonnectKong's unified platform for managing and governing API, AI, MCP and event traffic through gateways. |
No | $25/mo | Yes |
 OxylabsWeb data infrastructure offering a search and scraping API for AI agents, proxy networks, a browser and datasets. |
— | $30/mo | Yes |
ScrapingBeeWeb scraping API that handles proxies, headless browsers and AI-based data extraction for you. |
— | — | Yes |
Listed in the same categories as Scrapeless. A starting price appears only where we checked it on the maker’s pricing page; a dash means not checked or not published. All Web Scraping & Data Extraction tools