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Automations77k · #1506

scrapfly-automation

Allows your agent to automate data extraction from Scrapfly. It can collect information efficiently.

What it does

This tool helps you automate Scrapfly tasks, which is a service for collecting data from the internet. It uses a system called Rube MCP to find and perform the necessary actions.

When to use it

  • ✓When you need to gather specific information from a website.
  • ✓To automate data collection from multiple websites.
  • ✓When integrating data collection into a larger workflow.

Example of what to ask your AI

“Collect the names of all products on the Amazon homepage.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/scrapfly-automation/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/scrapfly-automation/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

First, the tool checks which Scrapfly actions are available. Then, it ensures your Scrapfly account is connected. Finally, it executes the requested action using the data it found.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add ComposioHQ/awesome-claude-skills --skill scrapfly-automation

Or download just the file:

curl -L https://raw.githubusercontent.com/ComposioHQ/awesome-claude-skills/master/composio-skills/scrapfly-automation/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

Scrapfly Automation via Rube MCP

Automate Scrapfly operations through Composio's Scrapfly toolkit via Rube MCP.

Toolkit docs: composio.dev/toolkits/scrapfly

Prerequisites

  • Rube MCP must be connected (RUBE_SEARCH_TOOLS available)
  • Active Scrapfly connection via RUBE_MANAGE_CONNECTIONS with toolkit scrapfly
  • Always call RUBE_SEARCH_TOOLS first to get current tool schemas

Setup

Get Rube MCP: Add https://rube.app/mcp as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works.

  1. Verify Rube MCP is available by confirming RUBE_SEARCH_TOOLS responds
  2. Call RUBE_MANAGE_CONNECTIONS with toolkit scrapfly
  3. If connection is not ACTIVE, follow the returned auth link to complete setup
  4. Confirm connection status shows ACTIVE before running any workflows

Tool Discovery

Always discover available tools before executing workflows:

RUBE_SEARCH_TOOLS
queries: [{use_case: "Scrapfly operations", known_fields: ""}]
session: {generate_id: true}

This returns available tool slugs, input schemas, recommended execution plans, and known pitfalls.

Core Workflow Pattern

Step 1: Discover Available Tools

RUBE_SEARCH_TOOLS
queries: [{use_case: "your specific Scrapfly task"}]
session: {id: "existing_session_id"}

Step 2: Check Connection

RUBE_MANAGE_CONNECTIONS
toolkits: ["scrapfly"]
session_id: "your_session_id"

Step 3: Execute Tools

RUBE_MULTI_EXECUTE_TOOL
tools: [{
  tool_slug: "TOOL_SLUG_FROM_SEARCH",
  arguments: {/* schema-compliant args from search results */}
}]
memory: {}
session_id: "your_session_id"

Known Pitfalls

  • Always search first: Tool schemas change. Never hardcode tool slugs or arguments without calling RUBE_SEARCH_TOOLS
  • Check connection: Verify RUBE_MANAGE_CONNECTIONS shows ACTIVE status before executing tools
  • Schema compliance: Use exact field names and types from the search results
  • Memory parameter: Always include memory in RUBE_MULTI_EXECUTE_TOOL calls, even if empty ({})
  • Session reuse: Reuse session IDs within a workflow. Generate new ones for new workflows
  • Pagination: Check responses for pagination tokens and continue fetching until complete

Quick Reference

Operation Approach
Find tools RUBE_SEARCH_TOOLS with Scrapfly-specific use case
Connect RUBE_MANAGE_CONNECTIONS with toolkit scrapfly
Execute RUBE_MULTI_EXECUTE_TOOL with discovered tool slugs
Bulk ops RUBE_REMOTE_WORKBENCH with run_composio_tool()
Full schema RUBE_GET_TOOL_SCHEMAS for tools with schemaRef

Powered by Composio

FAQ

What is Rube MCP?

It's a system that helps the AI automatically find and use other tools, like Scrapfly.

Do I need a Scrapfly account?

Yes, you need an active Scrapfly account and connect it to Rube MCP to use this tool.

How do I know if the connection is working?

The tool will check the connection status. If it's not active, it will provide a link for you to complete the setup.

Details

Original description by the author

Automate Scrapfly tasks via Rube MCP (Composio). Always search tools first for current schemas.

repo: ComposioHQ/awesome-claude-skills

Popularity

GitHub stars
77k
Ranking position
#1506
License
—
Updated
9/18/2026

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