amplitude-automation

Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.

1.23x

Quality

60%

Does it follow best practices?

Impact

83%

1.23x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

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Evaluation results

80%

21%

Backfill Historical Purchase Events into Amplitude

Event ingestion: timestamp format, batching, and type validation

Criteria

Without context

With context

RUBE_SEARCH_TOOLS first

100%

RUBE_MANAGE_CONNECTIONS setup

100%

Connection ACTIVE check

62%

Millisecond timestamp conversion

100%

event_type included

100%

user_id included per event

100%

Batch events in single call

100%

Event category validation

event_properties populated

100%

Response parsed under data key

Workflow plan file produced

100%

86%

16%

Customer Support: Investigate User Event History

User ID resolution and activity retrieval workflow

Criteria

Without context

With context

RUBE_SEARCH_TOOLS first

RUBE_MANAGE_CONNECTIONS setup

FIND_USER called first

66%

100%

Internal ID used for activity lookup

86%

100%

FIND_USER search term

100%

Limit parameter set to 100

100%

Pagination awareness

37%

100%

Reverse chronological order noted

100%

Response under data key

50%

100%

Runbook file produced

100%

App user_id vs internal ID distinction

100%

84%

10%

Loyalty Program: Add Gold-Status Users to an Amplitude Cohort

Cohort membership update: async pattern and ID resolution

Criteria

Without context

With context

RUBE_SEARCH_TOOLS first

RUBE_MANAGE_CONNECTIONS setup

66%

LIST_COHORTS called first

100%

Cohort ID extracted by name

100%

Archived cohorts filtered

Users chunked into batches

50%

100%

Async update acknowledged

100%

CHECK_COHORT_STATUS polling

100%

request_id used for status check

100%

Behavioral cohort limitation noted

100%

Notes file produced

100%

Repository: davepoon/buildwithclaude
Commit: 7cc63f3

Evaluated: 28 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Backfill Historical Purchase Events into Amplitude Customer Support: Investigate User Event History Loyalty Program: Add Gold-Status Users to an Amplitude Cohort

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