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Amplitude Automation via Rube MCP

Automate Amplitude product analytics through Composio's Amplitude toolkit via Rube MCP.

Toolkit docs: composio.dev/toolkits/amplitude

Prerequisites

  • Rube MCP must be connected (RUBE_SEARCH_TOOLS available)
  • Active Amplitude connection via RUBE_MANAGE_CONNECTIONS with toolkit amplitude
  • 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 amplitude
  3. If connection is not ACTIVE, follow the returned auth link to complete Amplitude authentication
  4. Confirm connection status shows ACTIVE before running any workflows

Core Workflows

1. Send Events

When to use: User wants to track events or send event data to Amplitude

Tool sequence:

  1. AMPLITUDE_SEND_EVENTS - Send one or more events to Amplitude [Required]

Key parameters:

  • events: Array of event objects, each containing:
    • event_type: Name of the event (e.g., 'page_view', 'purchase')
    • user_id: Unique user identifier (required if no device_id)
    • device_id: Device identifier (required if no user_id)
    • event_properties: Object with custom event properties
    • user_properties: Object with user properties to set
    • time: Event timestamp in milliseconds since epoch

Pitfalls:

  • At least one of user_id or device_id is required per event
  • event_type is required for every event; cannot be empty
  • time must be in milliseconds (13-digit epoch), not seconds
  • Batch limit applies; check schema for maximum events per request
  • Events are processed asynchronously; successful API response does not mean data is immediately queryable

2. Get User Activity

When to use: User wants to view event history for a specific user

Tool sequence:

  1. AMPLITUDE_FIND_USER - Find user by ID or property [Prerequisite]
  2. AMPLITUDE_GET_USER_ACTIVITY - Retrieve user's event stream [Required]

Key parameters:

  • user: Amplitude internal user ID (from FIND_USER)
  • offset: Pagination offset for event list
  • limit: Maximum number of events to return

Pitfalls:

  • user parameter requires Amplitude's internal user ID, NOT your application's user_id
  • Must call FIND_USER first to resolve your user_id to Amplitude's internal ID
  • Activity is returned in reverse chronological order by default
  • Large activity histories require pagination via offset

3. Find and Identify Users

When to use: User wants to look up users or set user properties

Tool sequence:

  1. AMPLITUDE_FIND_USER - Search for a user by various identifiers [Required]
  2. AMPLITUDE_IDENTIFY - Set or update user properties [Optional]

Key parameters:

  • For FIND_USER:
    • user: Search term (user_id, email, or Amplitude ID)
  • For IDENTIFY:
    • user_id: Your application's user identifier
    • device_id: Device identifier (alternative to user_id)
    • user_properties: Object with $set, $unset, $add, $append operations

Pitfalls:

  • FIND_USER searches across user_id, device_id, and Amplitude ID
  • IDENTIFY uses special property operations ($set, $unset, $add, $append)
  • $set overwrites existing values; $setOnce only sets if not already set
  • At least one of user_id or device_id is required for IDENTIFY
  • User property changes are eventually consistent; not immediate

4. Manage Cohorts

When to use: User wants to list cohorts, view cohort details, or update cohort membership

Tool sequence:

  1. AMPLITUDE_LIST_COHORTS - List all saved cohorts [Required]
  2. AMPLITUDE_GET_COHORT - Get detailed cohort information [Optional]
  3. AMPLITUDE_UPDATE_COHORT_MEMBERSHIP - Add/remove users from a cohort [Optional]
  4. AMPLITUDE_CHECK_COHORT_STATUS - Check async cohort operation status [Optional]

Key parameters:

  • For LIST_COHORTS: No required parameters
  • For GET_COHORT: cohort_id (from list results)
  • For UPDATE_COHORT_MEMBERSHIP:
    • cohort_id: Target cohort ID
    • memberships: Object with add and/or remove arrays of user IDs
  • For CHECK_COHORT_STATUS: request_id from update response

Pitfalls:

  • Cohort IDs are required for all cohort-specific operations
  • UPDATE_COHORT_MEMBERSHIP is asynchronous; use CHECK_COHORT_STATUS to verify
  • request_id from the update response is needed for status checking
  • Maximum membership changes per request may be limited; chunk large updates
  • Only behavioral cohorts support API membership updates

5. Browse Event Categories

When to use: User wants to discover available event types and categories in Amplitude

Tool sequence:

  1. AMPLITUDE_GET_EVENT_CATEGORIES - List all event categories [Required]

Key parameters:

  • No required parameters; returns all configured event categories

Pitfalls:

  • Categories are configured in Amplitude UI; API provides read access
  • Event names within categories are case-sensitive
  • Use these categories to validate event_type values before sending events

Common Patterns

ID Resolution

Application user_id -> Amplitude internal ID:

1. Call AMPLITUDE_FIND_USER with user=your_user_id
2. Extract Amplitude's internal user ID from response
3. Use internal ID for GET_USER_ACTIVITY

Cohort name -> Cohort ID:

1. Call AMPLITUDE_LIST_COHORTS
2. Find cohort by name in results
3. Extract id for cohort operations

User Property Operations

Amplitude IDENTIFY supports these property operations:

  • $set: Set property value (overwrites existing)
  • $setOnce: Set only if property not already set
  • $add: Increment numeric property
  • $append: Append to list property
  • $unset: Remove property entirely

Example structure:

{
  "user_properties": {
    "$set": {"plan": "premium", "company": "Acme"},
    "$add": {"login_count": 1}
  }
}

Async Operation Pattern

For cohort membership updates:

1. Call AMPLITUDE_UPDATE_COHORT_MEMBERSHIP -> get request_id
2. Call AMPLITUDE_CHECK_COHORT_STATUS with request_id
3. Repeat step 2 until status is 'complete' or 'error'

Known Pitfalls

User IDs:

  • Amplitude has its own internal user IDs separate from your application's
  • FIND_USER resolves your IDs to Amplitude's internal IDs
  • GET_USER_ACTIVITY requires Amplitude's internal ID, not your user_id

Event Timestamps:

  • Must be in milliseconds since epoch (13 digits)
  • Seconds (10 digits) will be interpreted as very old dates
  • Omitting timestamp uses server receive time

Rate Limits:

  • Event ingestion has throughput limits per project
  • Batch events where possible to reduce API calls
  • Cohort membership updates have async processing limits

Response Parsing:

  • Response data may be nested under data key
  • User activity returns events in reverse chronological order
  • Cohort lists may include archived cohorts; check status field
  • Parse defensively with fallbacks for optional fields

Quick Reference

TaskTool SlugKey Params
Send eventsAMPLITUDE_SEND_EVENTSevents (array)
Find userAMPLITUDE_FIND_USERuser
Get user activityAMPLITUDE_GET_USER_ACTIVITYuser, offset, limit
Identify userAMPLITUDE_IDENTIFYuser_id, user_properties
List cohortsAMPLITUDE_LIST_COHORTS(none)
Get cohortAMPLITUDE_GET_COHORTcohort_id
Update cohort membersAMPLITUDE_UPDATE_COHORT_MEMBERSHIPcohort_id, memberships
Check cohort statusAMPLITUDE_CHECK_COHORT_STATUSrequest_id
List event categoriesAMPLITUDE_GET_EVENT_CATEGORIES(none)

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Source

git clone https://github.com/davepoon/buildwithclaude/blob/main/plugins/all-skills/skills/amplitude-automation/SKILL.mdView on GitHub

Overview

Automate Amplitude product analytics via Composio's Amplitude toolkit through Rube MCP. This skill supports sending events, retrieving user activity, finding and identifying users, and managing cohorts, all through standardized toolkit actions. Always call RUBE_SEARCH_TOOLS first to fetch current tool schemas before running workflows.

How This Skill Works

Connect your Amplitude account to Rube MCP and verify the Amplitude toolkit is ready. Use the defined tool sequences (AMPLITUDE_SEND_EVENTS, AMPLITUDE_FIND_USER, AMPLITUDE_GET_USER_ACTIVITY, AMPLITUDE_IDENTIFY, and cohort tools) to perform tasks; events must include event_type and either user_id or device_id, with timestamp in milliseconds. Activities are retrieved asynchronously per the toolkit's API and may require pagination.

When to Use It

  • Scenario: You want to track events or send event data to Amplitude.
  • Scenario: You need to view a user's event history.
  • Scenario: You want to look up users or update their properties.
  • Scenario: You want to list, view, or update cohort membership.

Quick Start

  1. Step 1: Add https://rube.app/mcp as an MCP server in your client configuration.
  2. Step 2: Verify RUBE_SEARCH_TOOLS responds to fetch current tool schemas.
  3. Step 3: Run RUBE_MANAGE_CONNECTIONS with toolkit amplitude and complete any required authentication; confirm ACTIVE before running workflows.

Best Practices

  • Always call RUBE_SEARCH_TOOLS to fetch current schemas before running workflows.
  • Ensure each event includes event_type and at least one of user_id or device_id.
  • Time values must be milliseconds since epoch and respect batch limits.
  • Verify the Amplitude connection is ACTIVE via RUBE_MANAGE_CONNECTIONS before workflows and handle async results.
  • Resolve user IDs with FIND_USER before IDENTIFY to ensure property changes apply to the correct user; note eventual consistency.

Example Use Cases

  • Send a page_view and purchase events for a user_id 123 to Amplitude.
  • Retrieve the last 100 events for a user and display in a dashboard.
  • Find a user by email, then set loyalty_tier to Gold using IDENTIFY.
  • List cohorts and add a user to a cohort based on behavior.
  • Automate daily export of active user events to Amplitude for cohort analysis.

Frequently Asked Questions

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