Prerequisites

Before getting started, make sure you have the following:

• Make account (free or paid)
• Your Scrapfly API key (only if not using OAuth2) (create account)

Setup Instructions

Make (formerly Integromat) supports the Model Context Protocol (MCP) natively. Connect Scrapfly as an MCP server to access web scraping capabilities in your scenarios. The setup takes less than 5 minutes.

1. Create a New Scenario

   Create a new scenario module to set the MCP client:

   1. Log in to your Make account
   2. Go to the Scenarios section from the left side bar
   3. Click the + Create scenario button from the top bar
2. Create an MCP client Module
   1. Search for the MCP Client Module and click it
   2. From the available MCP client actions, choose the action Execute an action with AI
   3. Click the Select MCP Server menu and click New MCP server to define a new one
3. Configure the MCP Authentication

   Make supports API key/Access token for MCP clients auth. Use the below details to configure it:

   • Connection name: Scrapfly MCP
   • MCP Server URL: https://mcp.scrapfly.io/mcp
   • API Key / Access token: Your Scrapfly API key
4. Save MCP Server Configuration

   After entering the configuration, click Save to register the Scrapfly MCP server.

   The MCP client will list the available tools and the MCP server will now be available across all your scenarios.

5. Use Scrapfly MCP in Your Scenarios

   Access Scrapfly scraping tools in any Make scenario:

   1. Create a new scenario or edit an existing one
   2. Click the "+" button to add a module
   3. Search for and select "MCP Client"
   4. Select the Scrapfly MCP server from the connections menu
   5. Choose a tool (e.g., scrape, screenshot)
   6. Configure tool parameters using Make's mapping panel
   Example: Scraping in a Scenario

   Scenario: Scrape product pages on a schedule and save to Google Sheets

   1. Module 1: Schedule → Every 1 hour
   2. Module 2: MCP Tool → Scrapfly → scrape
      • URL: https://web-scraping.dev/product/1
      • Format: markdown
      • Render JS: true
   3. Module 3: Google Sheets → Add a Row
      • Content: {{2.content}} (from MCP tool output)
      • Timestamp: {{now}}
6. Test and Activate Scenario

   Test your scenario to ensure Scrapfly MCP tools work correctly:

   1. Click Run once to test the scenario manually
   2. Review the output bubbles from each module (click to inspect data)
   3. Check for errors (red indicators) on any module
   4. Once working correctly, toggle the scenario to ON
   5. Monitor executions in the Scenario History tab
   Pro Tip: Use Make's Router, Iterator, and Text Parser modules to build complex data processing pipelines after scraping!

Scenario Ideas

Here are some scenario concepts you can build with Scrapfly MCP in Make. These are example workflows - customize them to your specific needs:

Example Prompts

When using Scrapfly MCP tools in Make, you'll configure modules with parameters like these examples:

Troubleshooting

Alternative Automation Platforms

While Make offers powerful visual workflow automation, you might also want to explore these no-code automation alternatives for Scrapfly MCP integration:

Next Steps

• Explore available MCP tools and their capabilities
• See real-world examples of what you can build
• Learn about authentication methods in detail
• Read the FAQ for common questions