$ ~/registry/skill/composiohq-composio-skills-scrapegraph-ai-automation

SKILL

scrapegraph-ai-automation

Name: scrapegraph-ai-automation
Author: Composio

Automate Scrapegraph AI tasks via Rube MCP with schema-first tool discovery.

Stars

★ 67,763

Source

GitHub

Updated

2026-07-15

// securityCaution

Prompt only, no code
Open source
Community-trusted· 64.7k

Summary

This skill is essentially a usage guide/prompt wrapper for Rube MCP/Composio rather than a standalone executable component, and the materials do not indicate local secrets or direct code execution by itself. The main concern is that it relies on remote MCP and downstream external tool connections, so actual egress, permissions, and execution depend on the connected Rube/Composio toolchain; overall this is best rated as caution.

CredentialsCaution

The materials say no API keys are needed to add Rube MCP, but they also require activating a `scrapegraph_ai` connection via `RUBE_MANAGE_CONNECTIONS` and following an auth link, which implies downstream account authorization/token handling is still involved. There is no indication that this skill itself stores secrets, but there is the normal credential exposure surface of delegating third-party connection permissions to the Rube/Composio chain.

Network egressCaution

Although the metadata says there are no remote endpoints, the README explicitly instructs adding the remote MCP endpoint `https://rube.app/mcp` and executing operations through Composio/Scrapegraph AI tools. User inputs, query parameters, session IDs, and later tool arguments may be sent to those remote services. The egress is documented and aligned with the stated function, rather than undisclosed outbound traffic.

Code executionLow risk

Based on the materials, this is a prompt-only skill that mainly instructs use of remote MCP capabilities such as `RUBE_SEARCH_TOOLS`, `RUBE_MANAGE_CONNECTIONS`, and `RUBE_MULTI_EXECUTE_TOOL`. There is no indication that the skill itself spawns local processes, runs scripts, or requests system-level execution permissions. Any execution happens in the remote toolchain, not as direct code execution by this skill itself.

Data accessCaution

The documentation does not state that it directly reads or writes local files, but it does send task descriptions, arguments, session context, and potentially workflow data to Rube/Composio/Scrapegraph AI. The effective data access scope depends on the downstream tools and account permissions the user later connects, and the materials do not define a clear least-privilege boundary, so sensitive data sharing should be minimized.

Supply chainLow risk

The source is an open GitHub repository and part of the high-star (64.7k) `awesome-claude-skills` collection, which provides strong community trust; the system also marks it as open-source and prompt-only. The license and maintenance status are not explicit, and the skill depends on external Rube/Composio services, which adds some dependency opacity, but not enough on its own to justify a high-risk rating.

Recommendations

Before connecting, verify that `https://rube.app/mcp` and the downstream Composio/Scrapegraph AI services meet your data compliance requirements before sending business data.
When authorizing via `RUBE_MANAGE_CONNECTIONS`, grant only the minimum account permissions needed for the task and periodically review active connections.
Avoid placing unnecessary sensitive information in queries, memory, sessions, or tool arguments; validate the workflow with sanitized samples first.
Prefer the official Rube/Composio documentation to confirm tool schemas, data flows, and how to revoke granted access.

Audited by: gpt-5.4 · 2026-06-17

// install

Copy the install command and let the AI configure it · recommended for beginners

Please install the "scrapegraph-ai-automation" skill from askskill:
1. Download https://raw.githubusercontent.com/ComposioHQ/awesome-claude-skills/master/composio-skills/scrapegraph-ai-automation/SKILL.md
2. Save it as ~/.claude/skills/scrapegraph-ai-automation/SKILL.md
3. Reload skills and tell me it's ready

// download

Download SKILL.mdInstall manifest ↗

// docs

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.

Verify Rube MCP is available by confirming RUBE_SEARCH_TOOLS responds
Call RUBE_MANAGE_CONNECTIONS with toolkit scrapegraph_ai
If connection is not ACTIVE, follow the returned auth link to complete setup
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`

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