How to Use the OpenPanel MCP in OpenAI Agents SDK

Q: Can OpenPanel track user sessions automatically in OpenAI Agents SDK?

You must trigger identifyuser explicitly within your agent logic. It does not auto-detect session starts, so call it when you have a valid user ID.

Track user behavior and update profiles from your OpenAI Agents SDK production pipeline.

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Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers — Included with Plan

Connect OpenPanel MCP to OpenAI Agents SDK

Create your Vinkius account to connect OpenPanel to OpenAI Agents SDK — we handle the hosting, security, and runtime updates so you don't have to. No server setup required.

GDPR Included with Plan

Setup OpenPanel with OpenAI Agents SDK

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Automatic tool discovery for your agents

Your OpenAI Agents SDK instance picks up the server tools the moment you connect. You don't need to write manual wrappers for `track_event` or `identify_user`. Everything stays within your agent context, allowing your production system to log user actions without leaving the Python environment.

Real-time user state management

Use `increment_property` and `decrement_property` to adjust user counts or usage quotas on the fly. This keeps your analytics current as the agent processes data. Your agent handles state transitions directly, ensuring that your backend logic reflects the actual interactions happening in the session.

Reliable event logging via MCP

This MCP server funnels telemetry straight into your analytics dashboard. Every `track_event` call is treated as a first-class action by your agent. Because this is a standard MCP implementation, you can trust the data flow between your agent and the OpenPanel backend.

Setup guide

Set up OpenPanel MCP in OpenAI Agents SDK

Prerequisites

Python 3.10+ installed
openai-agents package (pip install openai-agents)
Active Vinkius subscription with a valid endpoint token

1

Install the SDK

Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.
2

Connect via SSE transport

Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all OpenPanel tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives OpenPanel tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate OpenPanel tools and returns structured results. Copy the full example on the right to get started.

agent.py

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

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="OpenPanel Agent",
            instructions="You have access to OpenPanel tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

Get your connection token →

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Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

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Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

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60%

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place for every integration

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Common questions about OpenPanel MCP in OpenAI Agents SDK

You instantiate the server using the streamable HTTP parameters. Pass this object into your Agent constructor's tool list and let the SDK handle the discovery.

Tool calls are asynchronous and lightweight. As long as you cache the tool list, the latency impact on your agent execution remains negligible.

You must trigger `identify_user` explicitly within your agent logic. It does not auto-detect session starts, so call it when you have a valid user ID.

The server returns a standard error response. Your agent should handle these exceptions to ensure your main workflow continues uninterrupted.

Yes. This MCP server handles user IDs and interaction properties through an encrypted connection. No PII is stored locally on the agent host.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python