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Imagine.io MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 10 tools to Check Imagine Status, Create Render Job, Get Account, and more

Built by Vinkius GDPR 10 Tools SDK

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

Use with Your AI Agent

Ask AI about this App Connector for OpenAI Agents SDK

Open in ChatGPT Open in Claude Open in Perplexity

The Imagine.io app connector for OpenAI Agents SDK is a standout in the Ecommerce category — giving your AI agent 10 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

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="Imagine.io Assistant",
            instructions=(
                "You help users interact with Imagine.io. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
Imagine.io
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V8 IsolateSandboxed
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<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 Imagine.io MCP Server

Connect your Imagine.io account to any AI agent and take full control of your 3D product visualization and automated content generation workflows through natural conversation.

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

What you can do

  • Project & Product Orchestration — List and manage your entire portfolio of 3D products programmatically, retrieving detailed technical metadata and SKU IDs
  • Content Job Intelligence — Programmatically trigger and monitor 3D generation jobs (Viewer, AR, 360° Spin) to maintain a perfectly coordinated output pipeline
  • Asset Architecture Monitoring — Access real-time statuses for 3D processing and retrieve hosted asset URLs (Viewer URLs, images) directly through your agent
  • Shared Content Discovery — Access generated outputs and their metadata directly through your agent for instant operational reporting
  • Operational Monitoring — Verify account-level API connectivity and monitor content generation volume directly through your agent for perfectly coordinated service scaling

The Imagine.io 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.

All 10 Imagine.io tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Imagine.io through Vinkius, your AI agent gets direct access to every tool listed below — spanning 3d-visualization, product-rendering, augmented-reality, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

check_imagine_status

Verify Imagine API connectivity

create_render_job

The job runs asynchronously; check status with get_job_status. Start a 3D render job

get_account

io account details and render credit balance. Get account info

get_job_status

Check render job status

get_product

Get product details

get_scene

Get scene details

list_materials

List available materials

list_products

io account with their render status and metadata. List all 3D products

list_renders

List product renders

list_scenes

List all scenes

Connect Imagine.io to OpenAI Agents SDK via MCP

Follow these steps to wire Imagine.io into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 10 tools from Imagine.io

Why Use OpenAI Agents SDK with the Imagine.io MCP Server

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

01

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

02

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

03

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

04

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

Imagine.io + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for Imagine.io in OpenAI Agents SDK

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

01

"List all my 3D products in Imagine."

02

"Start a render for product 'PROD-4821'."

03

"Show me all scenes available for product placement."

Troubleshooting Imagine.io MCP Server with OpenAI Agents SDK

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

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

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

Imagine.io + OpenAI Agents SDK FAQ

Common questions about integrating Imagine.io MCP Server with OpenAI Agents SDK.

01

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.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.