How to Use the PrestaShop MCP in AutoGen

Q: How do I register PrestaShop tools with an AutoGen agent?

You install autogen-extmcp and use the mcpservertools helper with your Vinkius endpoint. This automatically registers tools like listproducts and getproduct with your AssistantAgent.

Q: Can AutoGen agents collaborate to solve PrestaShop stock discrepancies?

Yes, you can set up a conversation where one agent uses liststock to find low inventory and another uses listorders to check pending sales. They will debate the discrepancy and output a recommended action.

Let AutoGen agents debate and coordinate PrestaShop order fulfillment and stock tracking automatically.

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Connect PrestaShop MCP to AutoGen

Create your Vinkius account to connect PrestaShop to AutoGen — we handle the hosting, security, and runtime updates so you don't have to. No server setup required.

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Setup PrestaShop with AutoGen

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Coordinate PrestaShop store tasks with AutoGen agents

The `list_orders` tool lets your fulfillment agent scan active sales and pass the list to a shipping agent. The agents can debate which orders need immediate attention based on delivery addresses and current totals. It automates your daily queue triage. This MCP Server integrates with AutoGen's multi-agent conversational patterns. One agent can pull raw order details using `get_order` while another agent verifies payment success before marking the order ready. It keeps your fulfillment process bulletproof.

Audit PrestaShop inventory with an MCP Server

The `list_stock` tool provides the raw numbers your audit agents need to cross-reference stock levels. A warehouse agent can pull stock quantities using `get_stock` while a sales agent checks active order queues. It catches discrepancies before they impact customers. By running this MCP Server, your AutoGen agents can debate whether to reorder items based on live sales velocity. This consensus-driven approach prevents you from buying too much inventory or running out of hot items. It optimizes your cash flow.

Analyze PrestaShop customer profiles using multi-agent chats

The `list_customers` tool retrieves CRM data so your marketing and customer service agents can analyze buyer behavior. The agents can discuss customer history and cross-reference records with delivery locations. It helps you spot buying patterns. Your agents use `list_addresses` to map where your buyers live and identify regional trends. This conversational analysis happens entirely within your AutoGen environment, using live data pulled from your store. It keeps your marketing targeted.

Setup guide

Set up PrestaShop MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes PrestaShop tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="PrestaShop_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent PrestaShop data")
print(result.messages[-1].content)

Get your connection token →

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="PrestaShop_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent PrestaShop data")
    print(result.messages[-1].content)

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 PrestaShop. 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.

Why Choose Vinkius

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Common questions about PrestaShop MCP in AutoGen

You install `autogen-ext[mcp]` and use the `mcp_server_tools` helper with your Vinkius endpoint. This automatically registers tools like `list_products` and `get_product` with your AssistantAgent.

Yes, you can set up a conversation where one agent uses `list_stock` to find low inventory and another uses `list_orders` to check pending sales. They will debate the discrepancy and output a recommended action.

This MCP Server handles the XML parsing on the fly, converting the raw nodes into clean JSON arrays. Your AutoGen agents receive structured data, so they do not have to write custom code to parse XML.

Yes, you can run multiple agents simultaneously. One agent can fetch customer details via `list_customers` while another pulls active store currencies using `list_currencies` to handle multi-currency orders.

The Vinkius runtime isolates all API calls inside secure, ephemeral V8 sandboxes. Your PrestaShop customer lists, order histories, and store settings are processed in memory and never written to persistent disk on Vinkius.

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