- Build requests in any language
- Automate with schedulers and webhooks
- JSON, NDJSON, or CSV delivery
McGrocer Scraper API
Scrape McGrocer British groceries, drinks, health and beauty, baby, pet and household products shipped worldwide from UK shops. Collect McGrocer data such as product title, description, brand, product category, category tree, item ID, variant ID, and product URL.
Trusted by 50,000+ customers worldwide
Available McGrocer scrapers
Explore thousands of production-ready scrapers
Pay only for successful results, no surprises – Proxies, unlocking, browsers and retries are built in.
#1
99.2%
100M+
400M+
GDPR & CCPA
McGrocer Scraper API Pricing
Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.
- Pay only for success, no hidden fees
- Start free with 5,000 monthly credits
- No upfront commitment, cancel anytime
- 24/7 expert support and enterprise features
Just want data? Skip scraping. Purchase a McGrocer dataset
From zero to McGrocer data in 3 steps
-
Pick a scraper
Choose from the McGrocer scrapers above or create your own with AI in minutes.
-
Call the API
One API call with up to 5,000 target URLs. Python and Node.js SDKs, CLI, MCP server, or any HTTP client.
-
Get structured data
Receive clean, parsed McGrocer data in JSON, NDJSON, or CSV. Delivered via API, webhook, or cloud storage.
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mpz8ms1iqg0fbaw8l&format=json&uncompressed_webhook=true"
[
{
"timestamp": "2026-10-20",
"url": "https:\/\/mcgrocer.com\/products\/hovis-seed-sensations-seven-seeds-original-seeded-sliced-bread-800g-688186",
"item_id": "688186",
"variant_id": "45676181520622",
"title": "Hovis Seed Sensations Seven Seeds Original Seeded Sliced Bread 800g",
"description": "A scrumptious blend of seeds including toasted brown linseeds, toasted sunflower, pumpkin, golden linseeds, millet and p...",
"product_category": "Home \u003E Hovis Seed Sensations Seven Seeds Original Seeded Sliced Bread 800g",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/mcgrocer.com\/"
},
{
"name": "Hovis Seed Sensations Seven Seeds Original Seeded Sliced Bread 800g",
"url": null
}
]
},
{
"timestamp": "2026-10-20",
"url": "https:\/\/mcgrocer.com\/products\/patak-s-peshwari-naan-breads-687897",
"item_id": "687897",
"variant_id": "45675560206574",
"title": "Patak\u0027s Peshwari Naan Breads",
"description": "Patak\u0027s Peshwari Naan Breads. Baked to perfection in a tandoor style oven with sultanas, coconut and a hint of cinnamon....",
"product_category": "Home \u003E Patak\u0027s Peshwari Naan Breads",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/mcgrocer.com\/"
},
{
"name": "Patak\u0027s Peshwari Naan Breads",
"url": null
}
]
},
{
"timestamp": "2026-10-20",
"url": "https:\/\/mcgrocer.com\/products\/taylors-eye-witness-20cm-bread-knife-683047",
"item_id": "683047",
"variant_id": "45676368068846",
"title": "Taylors Eye Witness 20cm Bread Knife",
"description": "Warning: This product is age restricted to 18 or over. You\u0027ll be asked to confirm your age upon delivery. Bread knife wi...",
"product_category": "Home \u003E Taylors Eye Witness 20cm Bread Knife",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/mcgrocer.com\/"
},
{
"name": "Taylors Eye Witness 20cm Bread Knife",
"url": null
}
]
},
{
"timestamp": "2026-10-20",
"url": "https:\/\/mcgrocer.com\/products\/brioche-pasquier-beignet-raspberry-doughnuts-6-x-45g-m202605746",
"item_id": "STO-ITEM-2026-05746",
"variant_id": "47592124449006",
"title": "Brioche Pasquier Beignet Raspberry Doughnuts 6 x 45g",
"description": "Say bonjour to our French Petits-Doughs! These little French delights are bursting with a scrumptiously sweet raspberry ...",
"product_category": "Home \u003E Brioche Pasquier Beignet Raspberry Doughnuts 6 x 45g",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/mcgrocer.com\/"
},
{
"name": "Brioche Pasquier Beignet Raspberry Doughnuts 6 x 45g",
"url": null
}
]
},
{
"timestamp": "2026-10-20",
"url": "https:\/\/mcgrocer.com\/products\/bonne-maman-chocolate-cake-fondant-dessert-210g-m202605168",
"item_id": "STO-ITEM-2026-05168",
"variant_id": "47592283144430",
"title": "Bonne Maman Chocolate Cake Fondant Dessert 210g",
"description": "Life: Product life guaranteed for more than 3 weeks. Storage: Keep in a dry place, away from heat (max 25°C) and light. ...",
"product_category": "Home \u003E Bonne Maman Chocolate Cake Fondant Dessert 210g",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/mcgrocer.com\/"
},
{
"name": "Bonne Maman Chocolate Cake Fondant Dessert 210g",
"url": null
}
]
}
]
Everything you need, built in
Go straight to the source
Scale to millions of pages instantly
Scrapers auto-fix when sites change
Thousands of verified scrapers
Pay per result, nothing extra
Compliant and fully supported
Start collecting McGrocer data in minutes
McGrocer data scraping use cases
British assortment mapping
Brand coverage by aisle
Pack size research
Expat demand research
Web Scraper API vs other providers
Leading the way in ethical web data collection
Only publicly available data. ISO 27001 certified, SOC 2 controls, GDPR & CCPA compliant. Every use case is reviewed by a dedicated Compliance & Ethics team, backed by a documented Know Your Customer process and Acceptable Use Policy.
McGrocer Scraper API FAQs
What is the McGrocer Scraper API?
The McGrocer Scraper API is a powerful tool designed to automate data extraction from the McGrocer website, allowing users to efficiently gather and process large volumes of data for various use cases.
How does the McGrocer Scraper API work?
The McGrocer Scraper API works by sending automated requests to targeted website, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.
Is the McGrocer Scraper API compliant with data protection regulations?
Yes, the McGrocer Scraper API is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.
Can I use the McGrocer Scraper API for competitive analysis?
Absolutely! The McGrocer Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.
How can I integrate the McGrocer Scraper API with my existing systems?
The McGrocer Scraper API offers flawless integration with various platforms and tools. You can use it with your existing data pipelines, CRM systems, or analytics tools to improve your data processing capabilities.
Is there a free tier available for the McGrocer Scraper API?
Yes! Every new Bright Data account automatically includes 5,000 free credits per month (approximately $7.50 in value) — no credit card required, no promo code, no commitment. These credits apply to Scrapers (including the McGrocer Scraper API), as well as the Unlocker API and SERP API. Credits renew on the 1st of each month, and you can start making API calls immediately after signing up.
What happens when my free credits run out while using the McGrocer Scraper API?
When your 5,000 free monthly credits are exhausted, behavior depends on your account balance. If you have pre-deposited funds, usage continues seamlessly at standard PAYG rates with no interruption. If you have no deposited funds, requests will return an error until you add funds or until your credits renew on the 1st of the following month. Note that unused free credits do not roll over.
To avoid interruptions, you can enable auto-recharge in your billing settings at brightdata.com/cp/billing/settings.
What are the usage limits for the McGrocer Scraper API?
There are no specific usage limits for the McGrocer Scraper API, offering you the flexibility to scale as needed.
Do you provide support for the McGrocer Scraper API?
Yes, we offer dedicated support for the McGrocer Scraper API. Our support team is available 24/7 to assist you with any questions or issues you may encounter while using the API.
What delivery methods are available?
Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.
What file formats are available?
JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).
Can AI agents use the McGrocer Scraper API?
Yes. Connect any agent through the hosted MCP server, point a coding agent at brightdata.com/SKILL.md to set itself up, or use the CLI. Agents authenticate once with browser OAuth and can run any of the McGrocer scrapers.