Can I check for new open orders using the agent?

Yes! Use the `list_orders` tool with the status 'OPEN'. Your agent will fetch all orders that are currently awaiting handling in your bol.com account.

How do I update the stock level for an existing product offer?

Simply ask the agent to `update_offer_stock` and provide the Offer ID and the new amount. It will update the availability on the bol.com platform instantly.

Does the integration allow shipping items through bol.com Logistics?

Yes. Use the `ship_order_item` tool to confirm that an item has been handed over to the carrier. You will need to provide a shipment reference and the carrier details.

Boloo (Bol.com Retailer) MCP Server for Pydantic AI 10 tools — connect in under 2 minutes

Name: Boloo (Bol.com Retailer)
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 10 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Boloo (Bol.com Retailer) through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.

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 pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to Boloo (Bol.com Retailer) "
            "(10 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in Boloo (Bol.com Retailer)?"
    )
    print(result.data)

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 Boloo (Bol.com Retailer) MCP Server

Connect your bol.com Retailer account to any AI agent and orchestrate your e-commerce operations through natural conversation.

Pydantic AI validates every Boloo (Bol.com Retailer) tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.

What you can do

Order Oversight — List open and handled orders, and retrieve detailed metadata for individual order items.
Inventory Management — Update stock levels and prices for your offers in real-time to maintain accuracy.
Offer Coordination — List and inspect all active product offers in your Boloo catalog.
Logistics Control — Confirm shipments for order items and manage cancellations with valid reason codes.
Product Intelligence — Retrieve global product details using EAN codes from the bol.com public catalog.
Integration Monitoring — List configured webhook subscriptions to verify your event-driven data flow.

The Boloo (Bol.com Retailer) MCP Server exposes 10 tools through the Vinkius. Connect it to Pydantic AI 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 Boloo (Bol.com Retailer) to Pydantic AI via MCP

Follow these steps to integrate the Boloo (Bol.com Retailer) MCP Server with Pydantic AI.

Install Pydantic AI

Run pip install pydantic-ai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 10 tools from Boloo (Bol.com Retailer) with type-safe schemas

Why Use Pydantic AI with the Boloo (Bol.com Retailer) MCP Server

Pydantic AI provides unique advantages when paired with Boloo (Bol.com Retailer) through the Model Context Protocol.

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Boloo (Bol.com Retailer) integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your Boloo (Bol.com Retailer) connection logic from agent behavior for testable, maintainable code

Boloo (Bol.com Retailer) + Pydantic AI Use Cases

Practical scenarios where Pydantic AI combined with the Boloo (Bol.com Retailer) MCP Server delivers measurable value.

Type-safe data pipelines: query Boloo (Bol.com Retailer) with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple Boloo (Bol.com Retailer) tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query Boloo (Bol.com Retailer) and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock Boloo (Bol.com Retailer) responses and write comprehensive agent tests

Boloo (Bol.com Retailer) MCP Tools for Pydantic AI (10)

These 10 tools become available when you connect Boloo (Bol.com Retailer) to Pydantic AI via MCP:

cancel_order_item

Requires a valid reason code. Cancel an order item

get_offer

Get details of a specific offer

get_order

Get details of a specific order

get_product_details

com catalog. Get global product info by EAN

list_offers

List all product offers

list_orders

Default is OPEN. List all open or handled orders

list_subscriptions

List event subscriptions (webhooks)

ship_order_item

Confirm shipment of an order item

update_offer_price

Update the price for an offer

update_offer_stock

Update the stock level for an offer

Example Prompts for Boloo (Bol.com Retailer) in Pydantic AI

Ready-to-use prompts you can give your Pydantic AI agent to start working with Boloo (Bol.com Retailer) immediately.

"List all my open orders on bol.com."

"Update stock for offer 99283-abc to 50 units."

"Find product details for EAN 8712345678901."

Troubleshooting Boloo (Bol.com Retailer) MCP Server with Pydantic AI

Common issues when connecting Boloo (Bol.com Retailer) to Pydantic AI through the Vinkius, and how to resolve them.

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

Boloo (Bol.com Retailer) + Pydantic AI FAQ

Common questions about integrating Boloo (Bol.com Retailer) MCP Server with Pydantic AI.

How does Pydantic AI discover MCP tools?

Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.

Does Pydantic AI validate MCP tool responses?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer. your Boloo (Bol.com Retailer) MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.