How to Use the Adobe Customer Journey Analytics (CJA) MCP in OpenAI Agents SDK

Build production-ready Adobe CJA agents with the OpenAI Agents SDK. Get full tracing and guardrails for every action.

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Connect Adobe Customer Journey Analytics (CJA) MCP to OpenAI Agents SDK

Create your Vinkius account to connect Adobe Customer Journey Analytics (CJA) to OpenAI Agents SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Adobe Customer Journey Analytics (CJA) with OpenAI Agents SDK

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Pull CJA Reports Programmatically

This tool lets your agent run and fetch omnichannel reports from Adobe CJA. Just ask for the data you need, and the agent uses `get_report` to pull it. Because you're using the OpenAI Agents SDK, you get built-in guardrails. You can configure checks that validate the report parameters before your agent ever makes the call. This prevents bad requests and gives you a safety net for autonomous operations.

Dynamically Inspect Data Views

Your agent isn't flying blind. It can map out the available data inside CJA before trying to build a report. The agent uses `list_data_views` to see what's there, then `get_data_view_dimensions` and `get_data_view_metrics` to inspect the specifics of each view. Every one of these calls is logged in your OpenAI tracing dashboard. You get a complete, step-by-step record of your agent's discovery process. It's perfect for debugging or just confirming the agent is making smart choices.

Manage CJA Configuration with an MCP Server

Go beyond just pulling reports. This MCP Server gives your agent tools to check the CJA setup itself. It can list all available journey filters with `list_filters` or check on AEP data sources with `list_connections`. This is how you build agents that can audit your analytics configuration or find specific resources on command. The server handles the connection to Adobe; your agent just focuses on the task.

Setup guide

Set up Adobe Customer Journey Analytics (CJA) 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 Adobe Customer Journey Analytics (CJA) tools at runtime.
3

Create your Agent

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

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Adobe Customer Journey Analytics (CJA) 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="Adobe Customer Journey Analytics (CJA) Agent",
            instructions="You have access to Adobe Customer Journey Analytics (CJA) tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Adobe CJA. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Adobe Customer Journey Analytics (CJA) MCP in OpenAI Agents SDK

They're discovered automatically when you connect the MCP Server. There's no manual tool registration needed, just point the SDK to the Vinkius endpoint and set `cacheToolsList=True` for better performance.

Yes. You control which tools are available to the agent during its initialization. You can grant it access to all CJA tools or just a specific subset, like only allowing it to `get_report`.

Safety and observability. The SDK's guardrails help prevent bad API calls, and its native tracing gives you a clear view of every action the agent takes with your CJA data, which is critical for production systems.

It's not about speed. It's about giving an AI agent a safe and reliable way to use the CJA API on your behalf. Vinkius handles the auth and provides the standardized tool interface.

Your data is only in memory for the life of the request. Vinkius processes your CJA report, filter, and data view information in an ephemeral sandbox that is destroyed after the operation completes. Nothing is logged or stored.

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