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Photoroom MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 8 tools to Add Ai Background, Add Realistic Shadow, Advanced Image Edit, and more

Built by Vinkius GDPR 8 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Photoroom 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 Photoroom app connector for OpenAI Agents SDK is a standout in the Industry Titans category — giving your AI agent 8 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="Photoroom Assistant",
            instructions=(
                "You help users interact with Photoroom. "
                "You have access to 8 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
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* 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 Photoroom MCP Server

Connect your Photoroom account to any AI agent and take full control of your visual content production through natural conversation. Photoroom provides a world-class suite of computer vision tools, and this integration allows you to remove backgrounds with pixel-perfect accuracy, generate new AI-driven scenes, and upscale images directly from your chat interface.

The OpenAI Agents SDK auto-discovers all 8 tools from Photoroom through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Photoroom, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Precision Background Removal — Isolate subjects and remove backgrounds autonomously from any image URL programmatically.
  • AI Scene Generation — Create high-fidelity backgrounds using custom text prompts to transform product photography into studio-quality assets.
  • Image Detail Enhancement — Upscale low-resolution images and remove unwanted text or watermarks directly from the AI interface to ensure professional quality.
  • Advanced Editing Control — Add realistic shadows (soft, hard, or floating) and expand image boundaries using AI uncropping via natural language.
  • Operational Monitoring — Track system responses and manage image metadata to ensure your creative workflows are always optimized.

The Photoroom MCP Server exposes 8 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 8 Photoroom tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Photoroom through Vinkius, your AI agent gets direct access to every tool listed below — spanning background-removal, computer-vision, image-editing, 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.

add_ai_background

Replace background with AI-generated scene

add_realistic_shadow

Add an AI shadow to the subject

advanced_image_edit

Apply multiple AI edits in one request

expand_and_uncrop

Expand image boundaries with AI

get_api_usage

Check API credit usage

remove_image_background

Remove the background from an image

remove_text_from_image

Remove text overlays from an image

upscale_image

Increase image resolution with AI

Connect Photoroom to OpenAI Agents SDK via MCP

Follow these steps to wire Photoroom 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 8 tools from Photoroom

Why Use OpenAI Agents SDK with the Photoroom MCP Server

OpenAI Agents SDK provides unique advantages when paired with Photoroom 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

Photoroom + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for Photoroom in OpenAI Agents SDK

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

01

"Remove the background from the product image at https://cdn.shopify.com/s/files/1/0533/2089/files/nike-air-max.jpg and add a soft realistic shadow."

02

"Upscale this low-resolution campaign banner (https://images.unsplash.com/photo-1542291026-7eec264c27ff) and remove the promotional text overlay."

03

"Take this coffee mug photo (https://cdn.ikea.com/us/en/images/products/fargklar-mug.jpg), remove the white background, and generate a highly realistic luxury wooden table background."

Troubleshooting Photoroom MCP Server with OpenAI Agents SDK

Common issues when connecting Photoroom 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.

Photoroom + OpenAI Agents SDK FAQ

Common questions about integrating Photoroom 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.