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Automations77k · #1505

scrapegraph-ai-automation

Lets your agent automate tasks with Scrapegraph AI. It can extract structured data from web pages.

What it does

This tool helps you automate tasks using Scrapegraph AI. It connects to a service called Rube MCP to find and execute the necessary actions.

When to use it

  • ✓When you need to extract specific information from websites automatically.
  • ✓To integrate Scrapegraph AI into larger workflows without manual intervention.
  • ✓When managing multiple Scrapegraph AI connections or tasks.

Example of what to ask your AI

“Automate product data extraction from website X using Scrapegraph AI.”

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/scrapegraph-ai-automation/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/scrapegraph-ai-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 Scrapegraph AI commands are available using Rube MCP. Then, it ensures the Scrapegraph AI connection is active, and finally, it executes the requested task based on the information 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 scrapegraph-ai-automation

Or download just the file:

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

Original text by the author, straight from GitHub.

Scrapegraph AI Automation via Rube MCP

Automate Scrapegraph AI operations through Composio's Scrapegraph AI toolkit via Rube MCP.

Toolkit docs: composio.dev/toolkits/scrapegraph_ai

Prerequisites

  • Rube MCP must be connected (RUBE_SEARCH_TOOLS available)
  • Active Scrapegraph AI connection via RUBE_MANAGE_CONNECTIONS with toolkit scrapegraph_ai
  • 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 scrapegraph_ai
  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: "Scrapegraph AI 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 Scrapegraph AI task"}]
session: {id: "existing_session_id"}

Step 2: Check Connection

RUBE_MANAGE_CONNECTIONS
toolkits: ["scrapegraph_ai"]
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 Scrapegraph AI-specific use case
Connect RUBE_MANAGE_CONNECTIONS with toolkit scrapegraph_ai
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?

Rube MCP is a service that helps discover and manage available tools, like Scrapegraph AI, for automating tasks.

Do I need API keys?

No API keys are needed to set up Rube MCP. You just need to add the Rube MCP server endpoint.

What does 'Always search tools first' mean?

It means that before executing any task, the tool always checks for the latest commands and how to use them, as they can change over time.

Details

Original description by the author

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

repo: ComposioHQ/awesome-claude-skills

Popularity

GitHub stars
77k
Ranking position
#1505
License
—
Updated
9/18/2026

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