Amplitude Automation via Rube MCP

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

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.

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

```
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:

```
AMPLITUDE_FIND_USER
```
- Find user by ID or property [Prerequisite]
```
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:

```
AMPLITUDE_FIND_USER
```
- Search for a user by various identifiers [Required]
```
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:

```
AMPLITUDE_LIST_COHORTS
```
- List all saved cohorts [Required]
```
AMPLITUDE_GET_COHORT
```
- Get detailed cohort information [Optional]
```
AMPLITUDE_UPDATE_COHORT_MEMBERSHIP
```
- Add/remove users from a cohort [Optional]
```
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:

```
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:

json

{
  "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

Task	Tool Slug	Key Params
Send events	AMPLITUDE_SEND_EVENTS	events (array)
Find user	AMPLITUDE_FIND_USER	user
Get user activity	AMPLITUDE_GET_USER_ACTIVITY	user, offset, limit
Identify user	AMPLITUDE_IDENTIFY	user_id, user_properties
List cohorts	AMPLITUDE_LIST_COHORTS	(none)
Get cohort	AMPLITUDE_GET_COHORT	cohort_id
Update cohort members	AMPLITUDE_UPDATE_COHORT_MEMBERSHIP	cohort_id, memberships
Check cohort status	AMPLITUDE_CHECK_COHORT_STATUS	request_id
List event categories	AMPLITUDE_GET_EVENT_CATEGORIES	(none)

amplitude-automation

NPX Install

Tags

SKILL.md Content

Amplitude Automation via Rube MCP

Prerequisites

Setup

Core Workflows

1. Send Events

2. Get User Activity

3. Find and Identify Users

4. Manage Cohorts

5. Browse Event Categories

Common Patterns

ID Resolution

User Property Operations

Async Operation Pattern

Known Pitfalls

Quick Reference