Quotes to Scrape Quotes Scraper

Quotes to Scrape Quotes Scraper

Scrape quotes from Quotes to Scrape, the classic web scraping sandbox, up to your defined limit per run. Every quote comes with its text, author, and tags. No login or API key. Export to CSV, JSON, Excel, or XML.

Quotes to Scrape is the go-to practice site for web scraping, but building a scraper from scratch takes time you could spend on analysis. This Actor reads the public quote pages directly, follows pagination, and returns each quote in one fixed schema. It is a ready-made tool for testing data collection patterns or gathering sample datasets.

Who uses it	What they scrape Quotes to Scrape for
Web scraping beginners	Learning how structured data extraction works with a reliable, simple target site.
Data analysts	Building sample quote datasets for text analysis, sentiment practice, or tagging experiments.
Educators and trainers	Providing a live, no-auth data source for classroom exercises on web data collection.
QA engineers	Validating that a scraping workflow handles pagination and item limits correctly.

What it does

This Actor collects quotes from Quotes to Scrape by starting URL and returns each one as a flat row with its text, author, and tags.

• 📄 Start URLs: Provide one or more page URLs to begin scraping. Defaults to the main page.
• 🔢 Max items: Set a hard limit on the number of quotes to collect. The run stops when this count is reached.
• 🏷️ Tag and author data: Each quote includes its full text, the author name, and a list of associated tags.
• 📄 Pagination handled: The Actor automatically follows next-page links so you get quotes from the full site.

Results export to CSV, JSON, Excel, or XML, or straight from the API.

What you can do with Quotes to Scrape data

🧪 Learn web scraping by example.

A beginner runs the Actor on the default start URL with a limit of 20 quotes to see how a scraper extracts text, authors, and tags from a real website.

📊 Build a sample NLP dataset.

A data analyst scrapes all available quotes to create a small corpus for testing text classification or sentiment analysis models.

🏫 Run a classroom exercise.

An instructor asks students to scrape quotes by a specific author by setting a start URL for that author's page and comparing the structured output.

✅ Validate a scraping pipeline.

A QA engineer uses the Actor to confirm that pagination and item limits work correctly before applying the same pattern to a production target.

Why choose this scraper

	What you get
Ready-made sandbox scraper	Skip writing boilerplate code for the most common web scraping practice site.
Fixed, predictable schema	Every quote arrives with the same fields: text, author, and tags, making downstream processing simple.
Controlled volume	The max items setting lets you pull a small sample or the entire site without runaway runs.
No authentication needed	Quotes to Scrape is a public sandbox, so you can start scraping immediately with no API keys or logins.

How it compares

No other Store actor targets Quotes to Scrape the same way, so the honest comparison is with the alternatives teams actually weigh.

	Quotes to Scrape Quotes Scraper	Build it in-house	By hand
Setup	Run it now, zero config	Days of engineering	None, but hours per pull
When Quotes to Scrape changes	Maintained for you	You fix it	You re-learn the page
Proxies, retries, anti-bot	Built in	Your problem	Browser only
Output	Fixed JSON schema, CSV/Excel export	Whatever you build	Copy-paste
Cost	Pay per result	Engineering time	Analyst hours

Configure the run

Drive the Actor from one or more start URLs and set a maximum number of quotes to collect. The run stops when the item limit is reached. The Input tab lists every parameter.

A first run with the defaults:

{
  "startUrls": [
    {
      "url": "http://quotes.toscrape.com"
    }
  ],
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

A larger pull:

{
  "startUrls": [
    {
      "url": "http://quotes.toscrape.com"
    }
  ],
  "proxyConfiguration": {
    "useApifyProxy": true
  },
  "maxItems": 200
}

Free users

Free-plan runs return up to 10 results as a preview. Upgrade your Apify plan to collect up to 1,000,000 results per run.

Run it

1. Create a free Apify account with $5 in credit.
2. Open the Quotes to Scrape Quotes Scraper.
3. Set your inputs and any filters, then click Start.
4. Export the results as CSV, Excel, JSON, or XML from the Dataset tab.

Run it programmatically through the Apify API (run-sync-get-dataset-items) or the ApifyClient for JavaScript and Python.

Use with AI agents (MCP)

Give an AI agent live access to Quotes to Scrape through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:

$claude mcp add --transport http apify "https://mcp.apify.com?tools=parseforge/quotes-to-scrape-scraper"

Then prompt it in plain language to run the scraper and read back the results.

Troubleshooting

Why am I getting no results?

Check that your start URL points to a valid Quotes to Scrape page. The default URL is http://quotes.toscrape.com. Also verify that the max items limit is set to at least 1.

The run stopped before scraping all pages.

This is expected if you set a Max items limit. The Actor stops as soon as it reaches that number. Increase or remove the limit to scrape more pages.

Some quotes are missing tags or authors.

Quotes to Scrape is a consistent sandbox, but if a quote on the site genuinely lacks an author or tags, those fields will be empty in your output. This is not an error.

The Actor is running slowly.

Quotes to Scrape is a lightweight site. If you experience slowness, check your proxy configuration. Running without a proxy is fastest for this sandbox.

FAQ

Question	Answer
What is Quotes to Scrape?	Quotes to Scrape is a public website designed specifically for practicing web scraping. It contains paginated lists of quotes, each with an author and tags, and requires no login.
Do I need an API key or login to scrape Quotes to Scrape?	No. The site is a completely open sandbox, so you can run this Actor immediately without any authentication.
How do I scrape only quotes by a specific author?	Set the start URL to an author's dedicated page, such as http://quotes.toscrape.com/author/Albert-Einstein, and the Actor will collect only quotes from that page.
Can I limit how many quotes are scraped?	Yes. Use the Max items field to set an upper limit. The Actor will stop as soon as it reaches that number, even if more pages are available.
Does the Actor handle pagination automatically?	Yes. It follows the next-page links on Quotes to Scrape, so you get quotes from all pages unless you set a max items limit that stops it earlier.
What output formats are supported?	You can export your scraped quotes to CSV, JSON, Excel, or XML from the Apify dataset tab.
What fields does each scraped quote contain?	Each quote row includes the quote text, the author name, and a list of tags associated with that quote.
Can I scrape multiple start URLs in one run?	Yes. Add multiple URLs to the Start URLs array, and the Actor will scrape quotes from each of them in a single run.
Is a proxy required to scrape Quotes to Scrape?	No proxy is needed. The site is a simple sandbox, but you can optionally configure Apify proxy if your setup requires it.

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Browse the full ParseForge collection for more scrapers.

🆘 Need help? Email parseforge@protonmail.com with your run ID, your input, and what you expected.

⚠️ Disclaimer. This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by Quotes to Scrape. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.