How to integrate Scrape do MCP with Atomic Agent

Connect Atomic Agent to Scrape do MCP. Scrape product prices from a dynamic website, extract news headlines with javascript rendering, and more using natural language, with authentication handled for you.

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Api Key

Scrape.do is a web scraping API offering rotating proxies, headless browser support, and session management to bypass anti-bot protections. Get reliable, scalable extraction of structured web data in JSON or HTML formats.

16 Tools

Introduction

Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Scrape do.

This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Scrape do account. See the Atomic Agent documentation for installation instructions.

Also integrate Scrape do with

How Atomic Agent connects to Scrape do

Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication.

Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account.

Connect Scrape do to Atomic Agent

  1. Sign up or sign in to the Composio dashboard. Copy your API key.
  2. In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart.
  3. Ask Atomic Agent to do something in Scrape do. It searches Composio for the right tool.
  4. On first use, open the sign-in link returned in the chat. Connect your Scrape do account, then return to Atomic Agent to continue.

Headless setup

Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file.

bash
COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY

What is the Scrape do MCP server, and what's possible with it?

The Scrape do MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Scrape do account. It provides structured and secure access to robust web scraping tools, so your agent can perform actions like scraping dynamic pages, managing sessions, setting custom headers or proxies, and extracting structured data from any website on your behalf.

  • Dynamic page scraping with headless browsers: Retrieve fully rendered HTML content from JavaScript-heavy or protected websites by leveraging advanced browser emulation and proxy rotation.
  • Custom scraping session management: Set device type, cookies, wait times, and custom headers to imitate different users, maintain sessions, or access device-specific content for tailored data extraction.
  • Proxy and anti-bot bypass control: Enable super or proxy modes to utilize residential, mobile, or datacenter proxies, helping your agent bypass strict anti-bot systems and geo-restrictions seamlessly.
  • Targeted resource filtering: Block specific URLs like ads or analytics scripts during scraping to increase speed, avoid distractions, and improve privacy.
  • Account usage and statistics retrieval: Access real-time usage stats, subscription status, and remaining request limits so your agent can monitor scraping quotas and avoid interruptions.

Use Scrape do from Atomic Agent

With your account connected, ask Atomic Agent to work with Scrape do in natural language. You can connect more apps through the same Composio integration as you need them.

Visit the Atomic Agent website or inspect the Atomic Agent source code.

Troubleshooting

Why is my API key rejected?

Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying.

Why are Composio tools unavailable after saving a key?

Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk.

Does Composio have a free plan?

The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See Composio pricing for the current limits that apply to your connection.

TOOLS

Supported Tools

Every Scrape do action and event your agent gets out of the box.

Cancel Async Job

Tool to cancel an asynchronous scraping job.

Create Async Scraping Job

Tool to create an asynchronous scraping job with specified targets and options.

Get Account Information

Retrieves account information and usage statistics from Scrape.

Get Amazon Product Offers

Get all seller offers for any Amazon product.

Get Amazon product details

Extract structured product data from Amazon product detail pages (PDP).

Get Amazon raw HTML

Tool to get raw HTML from any Amazon page with ZIP code geo-targeting.

Get Async API Account Information

Tool to get account information for the Async API including concurrency limits and usage statistics.

Get Async Job Details

Tool to retrieve details and status of a specific asynchronous scraping job.

Get Async Task Result

Tool to retrieve the result of a specific task within an asynchronous job.

Scrape webpage using scrape.do

A tool to scrape web pages using scrape.

List Asynchronous Scraping Jobs

Tool to list all asynchronous scraping jobs.

Use Scrape.do Proxy Mode

This tool implements the Proxy Mode functionality of scrape.

Scrape URL using POST method

Tool to scrape web pages using POST method via scrape.

Search Amazon products

Tool to search Amazon and scrape product listings with structured results.

Block specific URLs during scraping

This tool allows users to block specific URLs during the scraping process.

Set Regional Geolocation for Scraping

This tool allows users to set a broader geographical targeting by specifying a region code instead of a specific country code.

FAQ

Frequently asked questions

With a standalone Scrape do MCP server, the agents and LLMs can only access a fixed set of Scrape do tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Scrape do and many other apps based on the task at hand, all through a single MCP endpoint.

Yes, you can. Atomic Agent fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Scrape do tools.

Yes, absolutely. You can configure which Scrape do scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Scrape do data and credentials are handled as safely as possible.

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