How to integrate Scrapfly MCP with Atomic Agent

Connect Atomic Agent to Scrapfly MCP. Extract product prices from amazon listings, scrape job postings from linkedin search, and more using natural language, with authentication handled for you.

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Api Key

Scrapfly is a powerful web scraping API that extracts data from any website. It lets developers handle tough sites with JavaScript rendering, proxy rotation, and anti-bot protection.

12 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 Scrapfly.

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 Scrapfly account. See the Atomic Agent documentation for installation instructions.

Also integrate Scrapfly with

How Atomic Agent connects to Scrapfly

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 Scrapfly 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 Scrapfly. It searches Composio for the right tool.
  4. On first use, open the sign-in link returned in the chat. Connect your Scrapfly 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 Scrapfly MCP server, and what's possible with it?

The Scrapfly MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Scrapfly account. It provides structured and secure access to powerful web scraping capabilities, so your agent can perform actions like extracting website data, bypassing anti-bot protection, rendering JavaScript content, and rotating proxies—all on your behalf.

  • Dynamic web data extraction: Instruct your agent to fetch and extract content from almost any website, even those with heavy client-side rendering or complex structures.
  • JavaScript rendering support: Enable your agent to scrape websites that require full JavaScript execution for content loading, making dynamic sites accessible for data extraction.
  • Anti-bot protection bypass: Allow your agent to automatically navigate sites with CAPTCHAs, bot detection, or rate limiting using Scrapfly's built-in countermeasures.
  • Automatic proxy rotation: Let your agent leverage Scrapfly's proxy network to rotate requests, reduce blocks, and ensure more reliable scraping at scale.
  • Custom request handling: Have your agent specify advanced options like custom headers or cookies for targeted and flexible scraping sessions.

Use Scrapfly from Atomic Agent

With your account connected, ask Atomic Agent to work with Scrapfly 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 Scrapfly action and event your agent gets out of the box.

Capture Website Screenshot

Tool to capture a full-page or viewport screenshot of a website.

Capture Screenshot Metadata (HEAD)

Tool to capture screenshot metadata without downloading the image body.

Create Scrapfly Crawler

Tool to create a new web crawler to recursively crawl an entire website.

Extract Structured Data

Tool to extract structured data from HTML or other content using AI models, LLM prompts, or custom templates.

Get Scrapfly Account Information

Tool to retrieve Scrapfly account information.

Get Crawler Artifact

Tool to download crawler artifact files in WARC or HAR format.

Get Crawler Contents

Tool to retrieve extracted content from crawled pages.

Get Crawler Status

Tool to get the current status of a crawler including progress, pages crawled, and completion state.

Get Crawler URLs

Tool to retrieve the list of discovered and crawled URLs from a crawler.

Scrapfly Scrape

Tool to perform a web scraping request.

Scrapfly Scrape POST

Tool to scrape web pages using POST method to send data in the request body.

Scrape With PUT

Tool to scrape web pages using PUT method with body payload.

FAQ

Frequently asked questions

With a standalone Scrapfly MCP server, the agents and LLMs can only access a fixed set of Scrapfly tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Scrapfly 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 Scrapfly tools.

Yes, absolutely. You can configure which Scrapfly 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 Scrapfly data and credentials are handled as safely as possible.

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