Humanloop Automation

What This Skill Does

This skill automates operations on the Humanloop platform using Composio's Humanloop toolkit via Rube MCP. It is designed for users who need to programmatically interact with Humanloop for AI model training and evaluation. The skill requires an active Humanloop connection via Rube MCP.

When to Use

Automate data labelingManage AI model trainingEvaluate model performanceRetrieve model predictionsUpdate model configurationsStreamline AI workflows

Key Features

Automates Humanloop operationsUses Composio's Humanloop toolkitIntegrates with Rube MCP for tool discoveryRequires active Humanloop connectionProvides tool schemas via RUBE_SEARCH_TOOLSSupports AI model training and evaluation

Manual Installation

Humanloop Automation via Rube MCP

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

Toolkit docs: composio.dev/toolkits/humanloop

Prerequisites

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

Step 2: Check Connection

RUBE_MANAGE_CONNECTIONS toolkits: ["humanloop"] 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

Humanloop Automation via Rube MCP

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

Toolkit docs: composio.dev/toolkits/humanloop