# How to integrate Scrape do MCP with Atomic Agent

```json
{
  "title": "How to integrate Scrape do MCP with Atomic Agent",
  "toolkit": "Scrape do",
  "toolkit_slug": "scrape_do",
  "framework": "Atomic Agent",
  "framework_slug": "atomic-agent",
  "url": "https://composio.dev/toolkits/scrape_do/framework/atomic-agent",
  "markdown_url": "https://composio.dev/toolkits/scrape_do/framework/atomic-agent.md",
  "updated_at": "2026-08-11T13:14:16.987Z"
}
```

## 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](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions.

## Also integrate Scrape do with

- [OpenAI Agents SDK](https://composio.dev/toolkits/scrape_do/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/scrape_do/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/scrape_do/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/scrape_do/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/scrape_do/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/scrape_do/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/scrape_do/framework/hermes-agent)
- [Google ADK](https://composio.dev/toolkits/scrape_do/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/scrape_do/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/scrape_do/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/scrape_do/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/scrape_do/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/scrape_do/framework/crew-ai)
- [Pydantic AI](https://composio.dev/toolkits/scrape_do/framework/pydantic-ai)
- [AutoGen](https://composio.dev/toolkits/scrape_do/framework/autogen)

## TL;DR

### 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

### Connect Scrape do to Atomic Agent
- Sign up or sign in to the [Composio dashboard](https://dashboard.composio.dev/?cta_placement=atomic-agent-api-key). Copy your API key.
- 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.
- Ask Atomic Agent to do something in Scrape do. It searches Composio for the right tool.
- 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.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `SCRAPE_DO_CANCEL_ASYNC_JOB` | Cancel Async Job | Tool to cancel an asynchronous scraping job. Use when you need to stop processing of pending tasks in a job. Completed tasks remain available. |
| `SCRAPE_DO_CREATE_ASYNC_JOB` | Create Async Scraping Job | Tool to create an asynchronous scraping job with specified targets and options. Use when you need to scrape multiple URLs in parallel without waiting for results. Returns a job ID immediately for polling results later via the get job status action. |
| `SCRAPE_DO_GET_ACCOUNT_INFO` | Get Account Information | Retrieves account information and usage statistics from Scrape.do. This action makes a GET request to the Scrape.do info endpoint to fetch: - Subscription status - Concurrent request limits and usage - Monthly request limits and remaining requests - Real-time usage statistics Rate limit: Maximum 10 requests per minute. Use remaining request counts to monitor credits proactively, as different scraping operations (e.g., rendered-page requests) consume varying credit amounts and exhaustion mid-run causes failures. |
| `SCRAPE_DO_GET_AMAZON_OFFERS` | Get Amazon Product Offers | Get all seller offers for any Amazon product. Retrieves every seller listing including pricing, shipping costs, seller information, and Buy Box status in structured JSON format. Use when you need to compare prices across multiple sellers or find the best deal for a specific product. |
| `SCRAPE_DO_GET_AMAZON_PRODUCT` | Get Amazon product details | Extract structured product data from Amazon product detail pages (PDP). Returns comprehensive product information including title, pricing, ratings, images, best seller rankings, and technical specifications in JSON format. |
| `SCRAPE_DO_GET_AMAZON_RAW_HTML` | Get Amazon raw HTML | Tool to get raw HTML from any Amazon page with ZIP code geo-targeting. Use when you need complete unprocessed HTML source from Amazon URLs with location-based targeting. Ideal for scraping pages not covered by other structured endpoints. |
| `SCRAPE_DO_GET_ASYNC_ACCOUNT_INFO` | Get Async API Account Information | Tool to get account information for the Async API including concurrency limits and usage statistics. Use when you need to check available concurrency slots, active jobs, or remaining credits for Async API operations. |
| `SCRAPE_DO_GET_ASYNC_JOB` | Get Async Job Details | Tool to retrieve details and status of a specific asynchronous scraping job. Use when you need to check the progress, status, or results of a previously created async job. Returns job metadata including creation time, completion time, task counts, and detailed task list. |
| `SCRAPE_DO_GET_ASYNC_TASK` | Get Async Task Result | Tool to retrieve the result of a specific task within an asynchronous job. Returns the scraped content for that particular URL. Use when you need to check the status and result of a previously submitted async scraping task. |
| `SCRAPE_DO_SCRAPE_DO_GET_PAGE` | Scrape webpage using scrape.do | A tool to scrape web pages using scrape.do's API service. Makes a basic GET request to fetch webpage content while handling anti-bot protections and proxy rotation automatically. Does not execute JavaScript by default — pages requiring client-side rendering (SPAs, dynamically loaded content) will return incomplete HTML; use SCRAPE_DO_GET_RENDER_PAGE or set render=true for those cases. |
| `SCRAPE_DO_LIST_ASYNC_JOBS` | List Asynchronous Scraping Jobs | Tool to list all asynchronous scraping jobs. Returns paginated list of jobs with their status and metadata. Use when you need to retrieve job history or monitor job statuses. Supports pagination with up to 100 jobs per page. |
| `SCRAPE_DO_SCRAPE_DO_PROXY_MODE` | Use Scrape.do Proxy Mode | This tool implements the Proxy Mode functionality of scrape.do, which allows routing requests through their proxy server. It provides an alternative way to access web scraping capabilities by handling complex JavaScript-rendered pages, geolocation-based routing, device simulation, and built-in anti-bot and retry mechanisms. |
| `SCRAPE_DO_SCRAPE_URL_POST` | Scrape URL using POST method | Tool to scrape web pages using POST method via scrape.do API. Use when you need to send POST requests to target websites with custom request body data. Supports all parameters from GET endpoint plus request body customization for POST/PUT/PATCH methods. |
| `SCRAPE_DO_SEARCH_AMAZON` | Search Amazon products | Tool to search Amazon and scrape product listings with structured results. Performs keyword searches and returns structured product data including titles, prices, ratings, Prime status, sponsored flags, and position rankings in JSON format. Use when you need to search for products on Amazon marketplace or gather product information from search results. |
| `SCRAPE_DO_SET_BLOCK_URLS` | Block specific URLs during scraping | This tool allows users to block specific URLs during the scraping process. It's particularly useful for blocking unwanted resources like analytics scripts, advertisements, or any other URLs that might interfere with the scraping process or slow it down. It provides granular control by allowing users to specify URL patterns to block, thereby improving scraping performance and maintaining privacy. |
| `SCRAPE_DO_SET_REGIONAL_GEO_CODE` | 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. This is useful when you want to scrape content from an entire region rather than a specific country. Note that this feature requires super mode to be enabled and is only available for Business Plan or higher subscriptions. |

## Supported Triggers

None listed.

## 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](/pricing) for the current limits that apply to your connection.

## Complete Code

None listed.

## Conclusion

### 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](https://atomicagent.io/?cta_placement=atomic-agent-site) or inspect the [Atomic Agent source code](https://github.com/AtomicBot-ai/atomic-agent?cta_placement=atomic-agent-repo).

## How to build Scrape do MCP Agent with another framework

- [OpenAI Agents SDK](https://composio.dev/toolkits/scrape_do/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/scrape_do/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/scrape_do/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/scrape_do/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/scrape_do/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/scrape_do/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/scrape_do/framework/hermes-agent)
- [Google ADK](https://composio.dev/toolkits/scrape_do/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/scrape_do/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/scrape_do/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/scrape_do/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/scrape_do/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/scrape_do/framework/crew-ai)
- [Pydantic AI](https://composio.dev/toolkits/scrape_do/framework/pydantic-ai)
- [AutoGen](https://composio.dev/toolkits/scrape_do/framework/autogen)

## Related Toolkits

- [Excel](https://composio.dev/toolkits/excel) - Microsoft Excel is a robust spreadsheet application for organizing, analyzing, and visualizing data. It's the go-to tool for calculations, reporting, and flexible data management.
- [21risk](https://composio.dev/toolkits/_21risk) - 21RISK is a web app built for easy checklist, audit, and compliance management. It streamlines risk processes so teams can focus on what matters.
- [Abstract](https://composio.dev/toolkits/abstract) - Abstract provides a suite of APIs for automating data validation and enrichment tasks. It helps developers streamline workflows and ensure data quality with minimal effort.
- [AccuWeather](https://composio.dev/toolkits/accu_weather) - AccuWeather is a global weather service providing current conditions, forecasts, MinuteCast precipitation, alerts, and lightning data. Use it for fast, localized forecasts and real-time weather alerts.
- [Adafruit IO](https://composio.dev/toolkits/adafruit_io) - Adafruit IO is Adafruit's cloud platform for connected device and IoT project data. It helps you store, visualize, and act on sensor feeds without running your own backend.
- [Addressfinder](https://composio.dev/toolkits/addressfinder) - Addressfinder is a data quality platform for verifying addresses, emails, and phone numbers. It helps you ensure accurate customer and contact data every time.
- [Agentql](https://composio.dev/toolkits/agentql) - Agentql is a toolkit that connects AI agents to the web using a specialized query language. It enables structured web interaction and data extraction for smarter automations.
- [Agenty](https://composio.dev/toolkits/agenty) - Agenty is a web scraping and automation platform for extracting data and automating browser tasks—no coding needed. It streamlines data collection, monitoring, and repetitive online actions.
- [Ambee](https://composio.dev/toolkits/ambee) - Ambee is an environmental data platform providing real-time, hyperlocal APIs for air quality, weather, and pollen. Get precise environmental insights to power smarter decisions in your apps and workflows.
- [Ambient weather](https://composio.dev/toolkits/ambient_weather) - Ambient Weather is a platform for personal weather stations with a robust API for accessing local, real-time, and historical weather data. Get detailed environmental insights directly from your own sensors for smarter apps and automations.
- [Anonyflow](https://composio.dev/toolkits/anonyflow) - Anonyflow is a service for encryption-based data anonymization and secure data sharing. It helps organizations meet GDPR, CCPA, and HIPAA data privacy compliance requirements.
- [ApexVerify](https://composio.dev/toolkits/apexverify) - ApexVerify is a contact-data validation service for emails and phone numbers. Use it to normalize, verify, and clean leads before they enter your systems.
- [Api ninjas](https://composio.dev/toolkits/api_ninjas) - Api ninjas offers 120+ public APIs spanning categories like weather, finance, sports, and more. Developers use it to supercharge apps with real-time data and actionable endpoints.
- [Api sports](https://composio.dev/toolkits/api_sports) - Api sports is a comprehensive sports data platform covering 2,000+ competitions with live scores and 15+ years of stats. Instantly access up-to-date sports information for analysis, apps, or chatbots.
- [Apify](https://composio.dev/toolkits/apify) - Apify is a cloud platform for building, deploying, and managing web scraping and automation tools called Actors. It lets you automate data extraction and workflow tasks at scale—no infrastructure headaches.
- [Autom](https://composio.dev/toolkits/autom) - Autom is a lightning-fast search engine results data platform for Google, Bing, and Brave. Developers use it to access fresh, low-latency SERP data on demand.
- [Beach Day API](https://composio.dev/toolkits/beach_day_api) - Beach Day API is a beach intelligence service for search, conditions, scores, rules, amenities, tides, and country coverage. Use it to power trip planning, surf reports, safety checks, and location-aware beach discovery.
- [Beaconchain](https://composio.dev/toolkits/beaconchain) - Beaconchain is a real-time analytics platform for Ethereum 2.0's Beacon Chain. It provides detailed insights into validators, blocks, and overall network performance.
- [Big data cloud](https://composio.dev/toolkits/big_data_cloud) - BigDataCloud provides APIs for geolocation, reverse geocoding, and address validation. Instantly access reliable location intelligence to enhance your applications and workflows.
- [Bigpicture io](https://composio.dev/toolkits/bigpicture_io) - BigPicture.io offers APIs for accessing detailed company and profile data. Instantly enrich your applications with up-to-date insights on 20M+ businesses.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and Scrape do MCP?

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.

### Can I use Tool Router MCP with Atomic Agent?

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.

### Can I manage the permissions and scopes for Scrape do while using Tool Router?

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.

### How safe is my data with Composio Tool Router?

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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