Give your agents a browser, bring live web data into your applications, and monitor what AI platforms say about your brand. Scrapeless connects browser automation, AI answer collection, and structured web data in one platform.
$5 Free Credit · No Credit Card Required → Sign Up · Website · Documentation · Examples
| Your goal | Product | Start here |
|---|---|---|
| Give an AI agent a browser to navigate, click, and complete multi-step tasks | Agent Browser | CLI + agent skill |
| Track brand mentions, answers, and citations across AI platforms | AI Scraper | ChatGPT product page · Examples |
| Retrieve content from public websites with anti-bot protection | Web Unlocker | Agent skill |
| Collect structured search, social, or e-commerce data | Scraping API | Google Search API, TikTok & Amazon ↓ |
| Turn websites into content for RAG and data pipelines | Crawl | SDK examples |
| Add geo-targeted IPs to your own stack | Proxy Solutions | Python SDK |
Dedicated APIs for structured data from search engines, social platforms, and marketplaces.
| API | Use it for | Resources |
|---|---|---|
| Google Search API | Search results for research agents, SEO, and competitive monitoring | Documentation · Repository |
| TikTok Scraper | Public creator profiles, video lists, and TikTok Shop product data | Website |
| Amazon Scraper | Product and search data, pricing, and Amazon Rufus responses | Product · Repository |
Get an API key from the Scrapeless dashboard. With Node.js installed, install the browser client and set your key:
npm install puppeteer-core
export SCRAPELESS_API_KEY="YOUR_API_KEY"Save this as quickstart.mjs, then run node quickstart.mjs:
import puppeteer from 'puppeteer-core';
const key = process.env.SCRAPELESS_API_KEY;
if (!key) throw new Error('Set SCRAPELESS_API_KEY first.');
const browser = await puppeteer.connect({
browserWSEndpoint: `wss://browser.scrapeless.com/api/v2/browser?token=${encodeURIComponent(key)}&sessionTTL=180&proxyCountry=ANY`,
});
try {
const page = await browser.newPage();
await page.goto('https://example.com', { waitUntil: 'domcontentloaded' });
console.log(await page.title());
} finally {
await browser.close();
}This opens a remote browser, prints the page title, and closes the session. For terminal-based agent workflows, use the Agent Browser CLI.
Use the MCP Server to bring browser actions, web content, search results, and AI Scraper tasks into MCP-compatible clients such as Claude Code and Cursor.
View the MCP configuration
With Node.js installed, add this server entry using your client's MCP configuration format and replace the API key:
{
"mcpServers": {
"scrapeless": {
"command": "npx",
"args": ["-y", "scrapeless-mcp-server"],
"env": {
"SCRAPELESS_API_KEY": "YOUR_API_KEY"
}
}
}
}Follow the server setup guide for transport options and configuration details.
Prefer agent skills? Explore Agent Browser, Web Unlocker, and AI Scraper. Each repository lists its supported clients and setup requirements.
| Language | Install | Repository |
|---|---|---|
| Python | pip install scrapeless |
sdk-python |
| Node.js / TypeScript | npm install @scrapeless-ai/sdk |
sdk-node |
| Go | go get github.com/scrapeless-ai/sdk-go |
sdk-go |
See each SDK's README for supported products and usage examples.
- AI frameworks: LangChain · Dify
- Workflow automation: n8n · Make
- AI coding tools: Claude Code, Cursor, and other MCP clients
- Browser automation: Puppeteer, Playwright, and agent frameworks
Browse all integration guides →
Choose a repository, configure your API key and dependencies, then follow its setup instructions.
Agent Browser CLI · MCP browser workflows · Web Unlocker skill
Collect answers and citations for brand monitoring and AI search analysis:
ChatGPT · Perplexity · Gemini · Copilot · Grok · Google AI Mode · Google AI Overview · Amazon Alexa · AI Scraper skill
Google Search API · Google Trends example · Amazon Scraper
MCP RAG server · SDK and workflow examples
Respondo — A Python library for web scraping, text extraction, and AI-assisted parsing.
- Build agent workflows: use cloud browsers with persistent profiles and session visibility.
- Bring fresh context into AI: collect web content, search data, and AI answers.
- Reduce infrastructure work: use managed browser, CAPTCHA, and proxy capabilities.
- Keep your stack: connect through SDKs, browser frameworks, MCP, and workflow integrations.
- Expand by use case: combine browser actions with dedicated data APIs as your application grows.
Claim Your $5 Free Credit · No Credit Card Required → · Read the docs · Explore the platform
