Can the AI forcefully complete, modify, or delete existing customer orders in my Saleor shop?

No. The integration focuses securely on read-only queries. It fetches critical information such as stock numbers, recent sales, and product characteristics without actively overwriting, resolving, or destroying records to protect e-commerce transactional integrity.

Does it require a specific Saleor Cloud paid plan to use this integration?

A specific plan is not heavily mandated by the tool itself as long as your environment successfully exposes the standard backend GraphQL endpoint and permits the creation of standard administrative App Tokens within your environment policies.

Why do some commands ask for a 'GraphQL ID' specifically?

Saleor’s core architecture uses unique Base64-encoded strings (like 'UHJvZHVjdDoxMjM=') as identifiers natively, rather than typical numeric database IDs. Always use the `list_orders` or `list_products` tools first to discover these exact encoded IDs natively, then seamlessly pass them to the exact fetching tools to pull their full snapshots.

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

Name: Saleor
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 Saleor through the 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="Saleor Assistant",
            instructions=(
                "You help users interact with Saleor. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

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 Saleor MCP Server

Empower your conversational AI with deep access to Saleor, the highly scalable, headless GraphQL-first e-commerce engine designed around high performance experiences. Connect your environment to actively manage your daily retail store operations, inspect products, or troubleshoot customer inquiries natively from chat.

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

What you can do

Inventory & Catalogs — Quickly inspect your store's entire directory (list_products). Retrieve detailed specifics such as available variants, pricing, and precise stock configurations per individual product ID (get_product).
Category Orchestration — Browse how your catalog is organized internally by fetching collections (list_collections) and sub-categories (list_categories) without toggling through web dashboards.
Order Fulfillment Auditing — Easily review a list of the latest purchases happening on your platform (list_orders) and quickly grab comprehensive snapshots of individual receipts, line items, or billing addresses (get_order).
Customer Assistance — Query your database to find registered profiles globally (list_customers) or drill down into specific shopper's order details and status natively (get_customer).
Architecture Inspection — Inspect high-level configuration such as default currencies and active regions by utilizing list_channels or retrieving global details via get_shop_info.

The Saleor 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 Saleor to OpenAI Agents SDK via MCP

Follow these steps to integrate the Saleor 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 Saleor

Why Use OpenAI Agents SDK with the Saleor MCP Server

OpenAI Agents SDK provides unique advantages when paired with Saleor 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

Saleor + OpenAI Agents SDK Use Cases

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

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

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

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

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

Saleor MCP Tools for OpenAI Agents SDK (10)

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

get_customer

Retrieves profile information and order history for a specific customer

get_order

Retrieves details for a specific order

get_product

Retrieves details for a specific product by ID

get_shop_info

Retrieves global shop configuration

list_categories

Lists all product categories

list_channels

Lists all configured sales channels

list_collections

Lists all product collections

list_customers

Lists all customers/users registered in the shop

list_orders

Lists recent customer orders

list_products

Lists all products in the Saleor store

Example Prompts for Saleor in OpenAI Agents SDK

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

"List all products in my store."

"Find out order specifics and shipping details for order number '334'."

"What currencies does the store utilize in the available sales channels?"

Troubleshooting Saleor MCP Server with OpenAI Agents SDK

Common issues when connecting Saleor 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.

Saleor + OpenAI Agents SDK FAQ

Common questions about integrating Saleor 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.