make-automation - Agent Skills

Make Automation via Rube MCP

Automate Make (formerly Integromat) operations through Composio's Make toolkit via Rube MCP.

Prerequisites

Rube MCP must be connected (RUBE_SEARCH_TOOLS available)

Active Make connection via RUBE_MANAGE_CONNECTIONS with toolkit make

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 make

If connection is not ACTIVE, follow the returned auth link to complete Make authentication

Confirm connection status shows ACTIVE before running any workflows

Core Workflows

1. Get Operations Data

When to use: User wants to retrieve operation logs or usage data from Make scenarios

Tool sequence:

MAKE_GET_OPERATIONS - Retrieve operation records [Required]

Key parameters:

Check current schema via RUBE_SEARCH_TOOLS for available filters

May include date range, scenario ID, or status filters

Pitfalls:

Operations data may be paginated; check for pagination tokens

Date filters must match expected format from schema

Large result sets should be filtered by date range or scenario

2. List Available Languages

When to use: User wants to see supported languages for Make scenarios or interfaces

Tool sequence:

MAKE_LIST_ENUMS_LANGUAGES - Get all supported language codes [Required]

Key parameters:

No required parameters; returns complete language list

Pitfalls:

Language codes follow standard locale format (e.g., 'en', 'fr', 'de')

List is static and rarely changes; cache results when possible

3. List Available Timezones

When to use: User wants to see supported timezones for scheduling Make scenarios

Tool sequence:

MAKE_LIST_ENUMS_TIMEZONES - Get all supported timezone identifiers [Required]

Key parameters:

No required parameters; returns complete timezone list

Pitfalls:

Timezone identifiers use IANA format (e.g., 'America/New_York', 'Europe/London')

List is static and rarely changes; cache results when possible

Use these exact timezone strings when configuring scenario schedules

4. Scenario Configuration Lookup

When to use: User needs to configure scenarios with correct language and timezone values

Tool sequence:

MAKE_LIST_ENUMS_LANGUAGES - Get valid language codes [Required]

MAKE_LIST_ENUMS_TIMEZONES - Get valid timezone identifiers [Required]

Key parameters:

No parameters needed for either call

Pitfalls:

Always verify language and timezone values against these enums before using in configuration

Using invalid values in scenario configuration will cause errors

Common Patterns

Enum Validation

Before configuring any Make scenario properties that accept language or timezone:

1. Call MAKE_LIST_ENUMS_LANGUAGES or MAKE_LIST_ENUMS_TIMEZONES
Verify the desired value exists in the returned list

Use the exact string value from the enum list

Operations Monitoring

1. Call MAKE_GET_OPERATIONS with date range filters
Analyze operation counts, statuses, and error rates

Identify failed operations for troubleshooting

Caching Strategy for Enums

Since language and timezone lists are static:

1. Call MAKE_LIST_ENUMS_LANGUAGES once at workflow start
Store results in memory or local cache

Validate user inputs against cached values

Refresh cache only when starting a new session

Operations Analysis Workflow

For scenario health monitoring:

1. Call MAKE_GET_OPERATIONS with recent date range
Group operations by scenario ID

Calculate success/failure ratios per scenario

Identify scenarios with high error rates

Report findings to user or notification channel

Integration with Other Toolkits

Make workflows often connect to other apps. Compose multi-tool workflows:

1. Call RUBE_SEARCH_TOOLS to find tools for the target app
Connect required toolkits via RUBE_MANAGE_CONNECTIONS

Use Make operations data to understand workflow execution patterns

Execute equivalent workflows directly via individual app toolkits

Known Pitfalls

Limited Toolkit:

The Make toolkit in Composio currently has limited tools (operations, languages, timezones)

For full scenario management (creating, editing, running scenarios), consider using Make's native API

Always call RUBE_SEARCH_TOOLS to check for newly available tools

The toolkit may be expanded over time; re-check periodically

Operations Data:

Operation records may have significant volume for active accounts

Always filter by date range to avoid fetching excessive data

Operation counts relate to Make's pricing tiers and quota usage

Failed operations should be investigated; they may indicate scenario configuration issues

Response Parsing:

Response data may be nested under data key

Enum lists return arrays of objects with code and label fields

Operations data includes nested metadata about scenario execution

Parse defensively with fallbacks for optional fields

Rate Limits:

Make API has rate limits per API token

Avoid rapid repeated calls to the same endpoint

Cache enum results (languages, timezones) as they rarely change

Operations queries should use targeted date ranges

Authentication:

Make API uses token-based authentication

Tokens may have different permission scopes

Some operations data may be restricted based on token scope

Check that the authenticated user has access to the target organization

Quick Reference

Task	Tool Slug	Key Params
Get operations	MAKE_GET_OPERATIONS	(check schema for filters)
List languages	MAKE_LIST_ENUMS_LANGUAGES	(none)
List timezones	MAKE_LIST_ENUMS_TIMEZONES	(none)

Additional Notes

Alternative Approaches

Since the Make toolkit has limited tools, consider these alternatives for common Make use cases:

Make Use Case	Alternative Approach
Trigger a scenario	Use Make's native webhook or API endpoint directly
Create a scenario	Use Make's scenario management API directly
Schedule execution	Use RUBE_MANAGE_RECIPE_SCHEDULE with composed workflows
Multi-app workflow	Compose individual toolkit tools via RUBE_MULTI_EXECUTE_TOOL
Data transformation	Use RUBE_REMOTE_WORKBENCH for complex processing

Composing Equivalent Workflows

Instead of relying solely on Make's toolkit, build equivalent automation directly:

Identify the apps involved in your Make scenario

Search for each app's tools via RUBE_SEARCH_TOOLS

Connect all required toolkits

Build the workflow step-by-step using individual app tools

Save as a recipe via RUBE_CREATE_UPDATE_RECIPE for reuse