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Automations77k · #1472

refiner-automation

Allows your agent to automate tasks in Refiner. It simplifies data management and product or service improvement.

What it does

This tool automates tasks in Refiner, a data management system, using a system called Rube MCP. It helps connect and execute commands without needing to know the technical details.

When to use it

  • ✓When you need to perform a specific task in Refiner.
  • ✓To connect Refiner securely and automatically.
  • ✓When you want to discover available commands in Refiner.

Example of what to ask your AI

“Connect to Refiner and run the task to 'create a new customer record'.”

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/refiner-automation/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/ComposioHQ/awesome-claude-skills/blob/master/composio-skills/refiner-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 for available commands in Refiner. Then, it connects to Refiner and executes your requested command, ensuring everything is done correctly.

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 refiner-automation

Or download just the file:

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

Original text by the author, straight from GitHub.

Refiner Automation via Rube MCP

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

Toolkit docs: composio.dev/toolkits/refiner

Prerequisites

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

Step 2: Check Connection

RUBE_MANAGE_CONNECTIONS
toolkits: ["refiner"]
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 Refiner-specific use case
Connect RUBE_MANAGE_CONNECTIONS with toolkit refiner
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 communicate with other tools, like Refiner, automatically and securely.

Do I need any special passwords or keys?

No, the connection is made automatically by adding the Rube MCP address to your client.

What happens if Refiner changes?

The tool always checks for updates before executing a command to ensure it's using the latest information.

Details

Original description by the author

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

repo: ComposioHQ/awesome-claude-skills

Popularity

GitHub stars
77k
Ranking position
#1472
License
—
Updated
9/18/2026

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