Can the AI handle PrestaShop's complex XML responses?

Yes. While PrestaShop's Core API sends XML trees, the AI parses nodes extracting items, IDs, and pricing fluidly, eliminating the need for you to read tag-heavy formats manually.

Is there a way to limit the amount of products or orders I query?

Absolutely. Functions like `list_products` and `list_orders` accept a `limit` parameter string in bounds format (like `0,20`). Just ask the AI to 'show me the first 5 orders'.

Can it inspect how many physical items are in stock?

Yes. Under the hood, PrestaShop splits stock models. Using `list_stock` and `get_stock`, the AI retrieves the exact array nodes managing physical stock overriding quantities.

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

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

        result = await Runner.run(
            agent, "List all available tools from PrestaShop"
        )
        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 PrestaShop MCP Server

Empower your AI agents to directly manage and analyze your PrestaShop eCommerce operations. Using the official Webservice API, your LLMs can scan live orders, inspect nested product XMLs, and monitor available stock without touching the back-office dashboard.

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

What you can do

Order Logistics — Instruct the AI to fetch list_orders or dig into a specific cart dropping absolute constraints via get_order to understand what was purchased
Product Catalog — Pull arrays containing precise SKU data, category mappings, and pricing logic (list_products, get_product)
Stock Management — Find out exactly how many units are permitted for checkout operations by retrieving native stock arrays (list_stock)
CRM & Addresses — Query your database identifying customer histories (list_customers) correlated with absolute dispatch matrices (list_addresses)

The PrestaShop 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 PrestaShop to OpenAI Agents SDK via MCP

Follow these steps to integrate the PrestaShop 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 PrestaShop

Why Use OpenAI Agents SDK with the PrestaShop MCP Server

OpenAI Agents SDK provides unique advantages when paired with PrestaShop 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

PrestaShop + OpenAI Agents SDK Use Cases

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

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

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

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

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

PrestaShop MCP Tools for OpenAI Agents SDK (10)

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

get_order

Maps raw Webservice XML nodes into consumable arrays. Get PrestaShop nested order by explicit ID, tracing line items, billing/shipping boundaries, and payment success paths

get_product

Get an individual PrestaShop product by ID, returning full pricing, descriptions, and category associations

get_stock

Get PrestaShop specific stock quantity node explicitly by constrained resource ID

list_addresses

Limits response arrays via bounds (e.g., `0,20`). Used to analyze spatial destination data linked implicitly to customers and orders. List physical PrestaShop customer/order addresses mapping delivery logistics lines

list_categories

List all PrestaShop root and child categories dictating store navigation geometry

list_currencies

List all active currencies configured and accepted implicitly within the target store interface

list_customers

Limits response arrays via bounds (e.g., `0,20`). Maps basic CRM points for subsequent order correlations. List PrestaShop customers tracking emails, first and last names, and account creation dates

list_orders

Limits response arrays via bounds (e.g., `0,20`). Critical for scanning recent sales history mapped directly against specific customer IDs. List PrestaShop active orders retrieving order references, current fulfillment statuses, and totals

list_products

Use the `limit` parameter string to bound results (e.g., `0,20`). Native XML responses are parsed and converted to structured arrays. List PrestaShop products with full details, retrieving items from the open-source eCommerce catalog

list_stock

Resolves specific stock trace items which dictate the physical inventory logic overriding standard product rules. List PrestaShop available stock quantities mapping exact units over specific complex item structures

Example Prompts for PrestaShop in OpenAI Agents SDK

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

"List the last 5 orders placed on the store. Are there any pending ones?"

"Get the product details linked to ID 42. Tell me its exact category bindings."

"Check our current stock level constraints available at Stock ID '15'."

Troubleshooting PrestaShop MCP Server with OpenAI Agents SDK

Common issues when connecting PrestaShop 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.

PrestaShop + OpenAI Agents SDK FAQ

Common questions about integrating PrestaShop 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.