Can my AI agent debug a specific user dropping out of our onboarding?

Yes. Search for the user by their email or ID using `search_users`, completely avoiding the manual lookup. Then, ask your agent to pull their raw activity stream via `get_user_activity`. The agent will retrieve all events triggered by this user, making it simple to spot exactly where they failed or stopped interacting.

Can I request funnel conversions without building a dashboard manually?

Absolutely. You can provide a sequence of events (e.g., 'Homepage Viewed', 'Sign Up Clicked', 'Account Created') and ask for the funnel conversion for the last 7 days. Your AI agent queries Amplitude and parses the exact drop-off rates at each step right into your prompt window.

How does the cohort fetching work for custom targeted segments?

Your agent can list all available cohorts associated with your project. Once you find the target cohort's ID, you can use the `get_cohort` tool to request its download URL. This is incredibly useful for instantly moving targeted lists of power-users or churned-users into your other workflows.

Amplitude MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: Amplitude
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Amplitude through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Amplitude Assistant",
            instructions=(
                "You help users interact with Amplitude. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Amplitude"
        )
        print(result.final_output)

asyncio.run(main())

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IAMAccess control

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V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Amplitude MCP Server

Connect your Amplitude account to your AI agent and seamlessly query behavioral data and product analytics using natural language.

The OpenAI Agents SDK auto-discovers all 10 tools from Amplitude through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Amplitude, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

User Activity & Search — Search for specific users and track their detailed event stream to diagnose individual journeys
Funnels & Conversions — Request step-by-step conversion funnels to identify where users drop off
Retention — Generate day-over-day retention curves to understand how well features keep users engaged
Segmentation — Query event counts and uniques over time to see clear adoption trends
Cohorts — List your behavioral cohorts, view sizes, and request exports for further targeted analysis
Active Users & Revenue — Instantly pull DAU/WAU/MAU and daily revenue metrics right into your workflow

The Amplitude MCP Server exposes 10 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Amplitude to OpenAI Agents SDK via MCP

Follow these steps to integrate the Amplitude MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 10 tools from Amplitude

Why Use OpenAI Agents SDK with the Amplitude MCP Server

OpenAI Agents SDK provides unique advantages when paired with Amplitude through the Model Context Protocol.

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Amplitude + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Amplitude MCP Server delivers measurable value.

Automated workflows: build agents that query Amplitude, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries Amplitude, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Amplitude tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Amplitude to resolve tickets, look up records, and update statuses without human intervention

Amplitude MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Amplitude to OpenAI Agents SDK via MCP:

active_users

Start/End as YYYYMMDD. Get Amplitude daily/weekly/monthly active users (DAU/WAU/MAU)

event_segmentation

Pass event name, start/end as YYYYMMDD. Query Amplitude event segmentation

export_events

Amplitude is a product analytics platform. Pass start/end as YYYYMMDDTHH (e.g. 2026010100). Export raw Amplitude event data for a time range

get_cohort

Depending on the backend this may require polling until ready. Request an Amplitude cohort download

get_funnel

Pass comma-separated event names, start/end as YYYYMMDD. Query Amplitude funnel conversion

get_retention

Pass start_event (acquisition), return_event, start/end dates. Start/End should be YYYYMMDD. Query Amplitude retention

get_user_activity

Useful for diagnosing individual user journeys. Get Amplitude user activity stream

list_cohorts

Cohorts group users by behavior. List Amplitude behavioral cohorts

revenue_analysis

Start/End as YYYYMMDD. Get Amplitude revenue analysis by day

search_users

Useful to find specific users before checking their activity. Search Amplitude users by user ID, device ID, or email

Example Prompts for Amplitude in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Amplitude immediately.

"What's our funnel conversion from 'Landing_Page_View' to 'Sign_Up_Success' for the last 3 days?"

"Show the recent user activity for customer email@example.com"

"What is our Daily Active Users (DAU) count since start of the month?"

Troubleshooting Amplitude MCP Server with OpenAI Agents SDK

Common issues when connecting Amplitude to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Amplitude + OpenAI Agents SDK FAQ

Common questions about integrating Amplitude MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.