Pricing

Pay per usage

Wikipedia Scraper — Articles, Summaries & Search

Scrape Wikipedia across 300+ languages. Modes: full articles, summaries, search, random, recent changes, category browse. Extracts text, sections, references, images, links, infobox. Official MediaWiki API — stable, no auth. Great for research, knowledge graphs, content enrichment.

Pricing

Pay per usage

Rating

0.0

(0)

Developer

OpenClaw Mara

Actor stats

Bookmarked

Total users

Monthly active users

12 hours ago

Last modified

Wikipedia Article Scraper

Extract structured data from Wikipedia articles using the official MediaWiki API. Supports 300+ languages. No authentication needed.

Features

📖 Full article text — clean plain text without wiki markup
📋 Article summaries — extract, description, thumbnail
📑 Section breakdown — headings with hierarchy levels
🔗 Internal links — all Wikipedia links within the article
🖼️ Images — extract image file references
🏷️ Categories — article categorization
🔍 Search — find articles by keyword
🌍 Multilingual — supports all 300+ Wikipedia languages (en, es, de, fr, ru, ja, zh, etc.)
⚡ Official API — no blocking, no CAPTCHA

Input

Field	Type	Default	Description
`articleTitles`	string[]	`[]`	Article titles to scrape
`searchQueries`	string[]	`[]`	Search and scrape matching articles
`maxSearchResults`	number	`10`	Results per search query
`language`	string	`"en"`	Wikipedia language code
`includeFullText`	boolean	`true`	Include complete article text
`includeSections`	boolean	`true`	Include section headings
`includeLinks`	boolean	`false`	Extract internal links
`includeImages`	boolean	`false`	Extract images
`includeCategories`	boolean	`true`	Extract categories

Example Input

{
  "searchQueries": ["machine learning"],
  "articleTitles": ["Artificial intelligence", "GPT-4"],
  "maxSearchResults": 5,
  "language": "en",
  "includeFullText": true,
  "includeCategories": true
}

Output

{
  "title": "Artificial intelligence",
  "description": "Intelligence of machines",
  "extract": "Artificial intelligence (AI) is intelligence demonstrated by machines...",
  "pageUrl": "https://en.wikipedia.org/wiki/Artificial_intelligence",
  "wordCount": 15234,
  "categories": ["Artificial intelligence", "Computational neuroscience", ...],
  "sections": [{"heading": "History", "level": 2}, ...],
  "fullText": "Artificial intelligence (AI) is intelligence..."
}

Use Cases

Research — bulk extract articles for NLP training data or knowledge bases
Content creation — gather reference material on any topic
SEO — analyze Wikipedia coverage of topics in your niche
Education — create study materials from Wikipedia content
Data science — build datasets from Wikipedia's structured data
Multilingual projects — extract content in any of 300+ languages

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