Scrapfly MCP for AI Agents

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Scrapfly MCP or direct API to scrape web pages, extract structured data, render JavaScript sites, and bypass anti-bot protection through natural language.

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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

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Type what you want done — sign in and watch it run live in the Tool Router playground.

TOOL ROUTER PLAYGROUND
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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.

SETUP GUIDE

Connect Scrapfly MCP Tool with your Agent

1

Install Composio

typescript
npm install @composio/core ai @ai-sdk/openai @ai-sdk/mcp
Install the Composio SDK and Claude Agent SDK
2

Create Tool Router Session

typescript
import { Composio } from '@composio/core';

const composio = new Composio({ apiKey: 'your-api-key' });

console.log("Creating Tool Router session...");
const { mcp } = await composio.create('your-user-id');
console.log(`Tool Router session created: ${mcp.url}`);
Initialize the Composio client and create a Tool Router session
3

Connect to AI Agent

typescript
import { openai } from '@ai-sdk/openai';
import { experimental_createMCPClient as createMCPClient } from '@ai-sdk/mcp';
import { generateText, stepCountIs } from 'ai';

const client = await createMCPClient({
  transport: {
    type: 'http',
    url: mcp.url,
    headers: { 'x-api-key': 'your-composio-api-key' }
  }
});

const tools = await client.tools();

const { text } = await generateText({
  model: openai('gpt-4o'),
  tools,
  messages: [{ role: 'user', content: 'Scrape the latest news headlines from bbc.com homepage' }],
  stopWhen: stepCountIs( 5 )
});

console.log(`Agent: ${text}`);
Use the MCP server with your AI agent
SETUP GUIDE

Connect Scrapfly API Tool with your Agent

1

Install Composio

typescript
npm install @composio/openai
Install the Composio SDK
2

Initialize Composio and Create Tool Router Session

typescript
import OpenAI from 'openai';
import { Composio } from '@composio/core';
import { OpenAIResponsesProvider } from '@composio/openai';

const composio = new Composio({
  provider: new OpenAIResponsesProvider(),
});
const openai = new OpenAI({});
const session = await composio.create('your-user-id');
Import and initialize Composio client, then create a Tool Router session
3

Execute Scrapfly Tools via Tool Router with Your Agent

typescript
const tools = session.tools;
const response = await openai.responses.create({
  model: 'gpt-4.1',
  tools: tools,
  input: [{
    role: 'user',
    content: 'Scrape product prices from amazon.com laptops section'
  }],
});
const result = await composio.provider.handleToolCalls(
  'your-user-id',
  response.output
);
console.log(result);
Get tools from Tool Router session and execute Scrapfly actions with your Agent

Why Use Composio?

AI Native Scrapfly Integration

  • Supports both Scrapfly MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable tool execution
  • Rich coverage for reading, writing, and querying your Scrapfly data

Managed Auth

  • Built-in OAuth handling with automatic token refresh and rotation
  • Central place to manage, scope, and revoke Scrapfly access
  • Per user and per environment credentials instead of hard-coded keys

Agent Optimized Design

  • Tools are tuned using real error and success rates to improve reliability over time
  • Comprehensive execution logs so you always know what ran, when, and on whose behalf

Enterprise Grade Security

  • Fine-grained RBAC so you control which agents and users can access Scrapfly
  • Scoped, least privilege access to Scrapfly resources
  • Full audit trail of agent actions to support review and compliance
FAQ

Frequently asked questions

Yes, Scrapfly requires you to configure your own API key credentials. Once set up, Composio handles secure credential storage and API request handling for you.

Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. Learn more.

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

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