# Bol.com MCP Server — Dutch Marketplace for AI (`longanimous_bracken/bol-com-scraper`) Actor

MCP Server for Bol.com. AI-agent ready web scraping actor on Apify.

- **URL**: https://apify.com/longanimous\_bracken/bol-com-scraper.md
- **Developed by:** [petteri mähönen](https://apify.com/longanimous_bracken) (community)
- **Categories:** E-commerce, MCP servers
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.50 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## Bol.com Scraper — Dutch E-commerce Marketplace

Scrape product listings from **bol.com**, the Netherlands' largest e-commerce platform. Extract product titles, prices (€), brands, specifications, seller info, stock status, ratings, and variants.

### Features

- **Puppeteer browser** — handles JavaScript-rendered content and anti-bot measures
- **15+ output fields** — title, price (€), brand, specs, seller, stock status, ratings, review count, images, URL, variants
- **Price filtering** — set min/max price ranges in euros
- **Sort options** — relevance, popularity, price, rating, newest
- **Multi-page pagination** — scrape all product pages
- **Variant detection** — automatically detects product variants (colors, storage sizes, etc.)
- **Deal/badge detection** — identifies discounts, "Goede Keuze" labels, refurbished status

### Requirements

- **Apify Residential Proxies required** — Bol.com aggressively blocks datacenter IPs. This actor needs residential proxy support to run reliably. Expect additional proxy costs (see Pricing).

### Quick Start

#### 🇳🇱 Search iPhones in Netherlands

```json
{
  "searchQuery": "iPhone 14",
  "maxPages": 1
}
```

#### 🔍 Search with filters

```json
{
  "searchQuery": "laptop",
  "maxPages": 3,
  "minPrice": 500,
  "maxPrice": 1500,
  "sortOrder": "Beoordeling"
}
```

### Input Parameters

| Field | Type | Default | Description |
|-------|------|---------|-------------|
| `searchQuery` | string | `"iPhone 14"` | Search term |
| `maxPages` | integer | `3` | Number of result pages to scrape |
| `minPrice` | integer | — | Minimum price (€) |
| `maxPrice` | integer | — | Maximum price (€) |
| `sortOrder` | select | `Relevantie` | Sort: Relevantie, Populariteit, Prijs laag-hoog, Prijs hoog-laag, Beoordeling |

### Output Fields

| Field | Description |
|-------|-------------|
| `title` | Product title |
| `price` | Price in euros |
| `brand` | Brand name |
| `specs` | Product specifications (screen size, storage, camera, etc.) |
| `seller` | Seller/merchant name |
| `stockStatus` | Stock availability (e.g. "Op voorraad") |
| `deliveryInfo` | Estimated delivery time |
| `rating` | Star rating (e.g. "4.5 uit 5") |
| `reviewCount` | Number of reviews |
| `imageUrl` | Main product image URL |
| `url` | Direct product URL |
| `isSponsored` | Sponsored listing indicator |
| `isDeal` | Deal/sale indicator |
| `refurbished` | Refurbished product indicator |
| `variants` | Available product variants (colors, sizes, storage) |

### Pricing

**$1.50 / 1,000 results** — pay only for what you scrape. No monthly subscription.

**Note:** This actor requires Apify residential proxies (separate addon). Estimated total cost per run including proxy traffic: **$0.80–$5.50** depending on the number of pages scraped.

### Support

- [Open an issue](https://apify.com/longanimous_bracken/bol-com-scraper/issues) for bugs or feature requests
- [Leave a review](https://apify.com/longanimous_bracken/bol-com-scraper) — it helps others discover the tool

# Actor input Schema

## `searchQuery` (type: `string`):

Search term (e.g., 'iPhone 14', 'laptop', 'boek')

## `maxPages` (type: `integer`):

Maximum number of result pages to scrape

## `minPrice` (type: `integer`):

Minimum price

## `maxPrice` (type: `integer`):

Maximum price

## `sortOrder` (type: `string`):

Sort results

## Actor input object example

```json
{
  "searchQuery": "iPhone 14",
  "maxPages": 3,
  "sortOrder": "Relevantie"
}
```

# Actor output Schema

## `listings` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "searchQuery": "iPhone 14"
};

// Run the Actor and wait for it to finish
const run = await client.actor("longanimous_bracken/bol-com-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "searchQuery": "iPhone 14" }

# Run the Actor and wait for it to finish
run = client.actor("longanimous_bracken/bol-com-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "searchQuery": "iPhone 14"
}' |
apify call longanimous_bracken/bol-com-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=longanimous_bracken/bol-com-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/6Arpd4fualOFCAszY/builds/jX9nHmarlJYqMrzFY/openapi.json