Tools

Context.dev

Scrape, crawl, search, extract, and enrich web and brand data

Usage Instructions

Integrate Context.dev into the workflow. Scrape pages to markdown or HTML, capture screenshots, list images, crawl entire sites, map sitemaps, search the web, extract structured data and products, pull design systems, classify industries, and retrieve brand assets by domain, name, email, ticker, or transaction — all from one API.

Tools

`context_dev_scrape_markdown`

Scrape any URL and return clean, LLM-ready markdown content.

Input

Parameter	Type	Required	Description
`url`	string	Yes	The full URL to scrape (must include http:// or https://)
`useMainContentOnly`	boolean	No	Return only main content, excluding headers, footers, and navigation
`includeLinks`	boolean	No	Preserve hyperlinks in the markdown output (default: true)
`includeImages`	boolean	No	Include image references in the markdown output (default: false)
`includeFrames`	boolean	No	Render iframe contents inline (default: false)
`maxAgeMs`	number	No	Cache duration in milliseconds (0-2592000000, default: 86400000)
`waitForMs`	number	No	Browser wait time after page load in milliseconds (0-30000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`markdown`	string	Page content as clean markdown
`url`	string	The scraped URL
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_scrape_html`

Scrape any URL and return the raw HTML content of the page.

Input

Parameter	Type	Required	Description
`url`	string	Yes	The full URL to scrape (must include http:// or https://)
`useMainContentOnly`	boolean	No	Return only main content, excluding headers, footers, and navigation
`includeFrames`	boolean	No	Render iframe contents inline into the returned HTML (default: false)
`maxAgeMs`	number	No	Cache duration in milliseconds (0-2592000000, default: 86400000)
`waitForMs`	number	No	Browser wait time after page load in milliseconds (0-30000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`html`	string	Raw HTML content of the page
`url`	string	The scraped URL
`type`	string	Detected content type (html, xml, json, text, csv, markdown, svg, pdf, doc, docx)
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_scrape_images`

Discover every image asset on a page, with optional dimension and type enrichment.

Input

Parameter	Type	Required	Description
`url`	string	Yes	The full URL to scrape images from (must include http:// or https://)
`maxAgeMs`	number	No	Cache duration in milliseconds (0-2592000000, default: 86400000)
`waitForMs`	number	No	Browser wait time after page load in milliseconds (0-30000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`enrichResolution`	boolean	No	Measure image dimensions (enables 5-credit enrichment)
`enrichHostedUrl`	boolean	No	Host images on a CDN and return their URL and MIME type (enables enrichment)
`enrichClassification`	boolean	No	Classify each image by visual asset type (enables enrichment)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`success`	boolean	Whether the scrape succeeded
`images`	array	Discovered image assets with source, element, type, and optional enrichment
`url`	string	The scraped URL
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_screenshot`

Capture a screenshot of any web page and store it as a downloadable image file.

Input

Parameter	Type	Required	Description
`url`	string	Yes	The full URL to capture (must include http:// or https://)
`fullScreenshot`	boolean	No	Capture the full scrollable page instead of just the viewport (default: false)
`handleCookiePopup`	boolean	No	Attempt to dismiss cookie banners before capturing (default: false)
`viewportWidth`	number	No	Viewport width in pixels (240-7680, default: 1920)
`viewportHeight`	number	No	Viewport height in pixels (240-4320, default: 1080)
`maxAgeMs`	number	No	Cache duration in milliseconds (0-2592000000, default: 86400000)
`waitForMs`	number	No	Post-load delay before capturing in milliseconds (0-30000, default: 3000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`file`	file	Stored screenshot image file
`screenshotUrl`	string	Public URL of the captured screenshot
`screenshotType`	string	Screenshot type (viewport or fullPage)
`domain`	string	Domain that was captured
`width`	number	Screenshot width in pixels
`height`	number	Screenshot height in pixels
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_crawl`

Crawl an entire website and return each discovered page as clean markdown.

Input

Parameter	Type	Required	Description
`url`	string	Yes	The starting URL to crawl (must include http:// or https://)
`maxPages`	number	No	Maximum number of pages to crawl (1-500, default: 100)
`maxDepth`	number	No	Maximum link depth from the starting URL (0 = start page only)
`urlRegex`	string	No	Regex pattern to filter which URLs are crawled
`includeLinks`	boolean	No	Preserve hyperlinks in the markdown output (default: true)
`includeImages`	boolean	No	Include image references in the markdown output (default: false)
`useMainContentOnly`	boolean	No	Strip headers, footers, and sidebars from each page (default: false)
`followSubdomains`	boolean	No	Follow links to subdomains of the starting domain (default: false)
`maxAgeMs`	number	No	Cache duration in milliseconds (0-2592000000, default: 86400000)
`waitForMs`	number	No	Browser wait time after page load in milliseconds (0-30000)
`stopAfterMs`	number	No	Soft crawl time budget in milliseconds (10000-110000, default: 80000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`results`	array	Crawled pages with markdown content and per-page metadata
`metadata`	object	Crawl summary (numUrls, maxCrawlDepth, numSucceeded, numFailed, numSkipped)
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_map`

Build a sitemap of a domain and return every discovered page URL.

Input

Parameter	Type	Required	Description
`domain`	string	Yes	The domain to build a sitemap for (e.g., "example.com")
`maxLinks`	number	No	Maximum number of URLs to return (1-100000, default: 10000)
`urlRegex`	string	No	RE2-compatible regex to filter URLs (max 256 chars)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`domain`	string	The domain that was mapped
`urls`	array	All page URLs discovered from the sitemap
`meta`	object	Sitemap discovery stats (sitemapsDiscovered, sitemapsFetched, sitemapsSkipped, errors)
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_search`

Search the web with natural language and optionally scrape results to markdown.

Input

Parameter	Type	Required	Description
`query`	string	Yes	The natural language search query (1-500 characters)
`includeDomains`	array	No	Only return results from these domains
`excludeDomains`	array	No	Exclude results from these domains
`freshness`	string	No	Recency filter (last_24_hours, last_week, last_month, last_year)
`numResults`	number	No	Number of results to return (10-100, default 10)
`country`	string	No	Restrict results to a country (ISO 3166-1 alpha-2 code, e.g. US)
`queryFanout`	boolean	No	Expand the query into parallel variants for broader coverage
`markdownEnabled`	boolean	No	Scrape each result page to markdown (default: false)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`results`	array	Search results with url, title, description, relevance, and optional markdown
`query`	string	The query that was searched
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_extract`

Crawl a website and extract structured data matching a provided JSON schema.

Input

Parameter	Type	Required	Description
`url`	string	Yes	The starting website URL (must include http:// or https://)
`schema`	json	Yes	JSON Schema describing the structure of the data to extract
`instructions`	string	No	Optional extraction guidance for link prioritization (max 2000 chars)
`factCheck`	boolean	No	Require extracted values to be grounded in page facts (default: false)
`followSubdomains`	boolean	No	Follow links on subdomains of the starting domain (default: false)
`maxPages`	number	No	Maximum number of pages to analyze (1-50, default: 5)
`maxDepth`	number	No	Maximum link depth from the starting URL
`maxAgeMs`	number	No	Cache duration in milliseconds (0-2592000000, default: 604800000)
`stopAfterMs`	number	No	Soft crawl time budget in milliseconds (10000-110000, default: 80000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`status`	string	Extraction status
`url`	string	The starting URL that was crawled
`urlsAnalyzed`	array	URLs that were analyzed during extraction
`data`	json	Structured data matching the requested schema
`metadata`	object	Crawl summary (numUrls, maxCrawlDepth, numSucceeded, numFailed, numSkipped)
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_extract_product`

Detect and extract structured product details from a single product page URL.

Input

Parameter	Type	Required	Description
`url`	string	Yes	The product page URL (must include http:// or https://)
`maxAgeMs`	number	No	Cache duration in milliseconds (0-2592000000, default: 604800000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`isProductPage`	boolean	Whether the URL is a product page
`platform`	string	Detected platform (amazon, tiktok_shop, etsy, generic)
`product`	object	Extracted product details
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_extract_products`

Extract the product catalog from a brand's website by domain (beta).

Input

Parameter	Type	Required	Description
`domain`	string	Yes	The domain to extract products from (e.g., "example.com")
`maxProducts`	number	No	Maximum number of products to extract (1-12)
`maxAgeMs`	number	No	Cache duration in milliseconds (0-2592000000, default: 604800000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`products`	array	Extracted products with pricing, features, and metadata
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_scrape_fonts`

Extract the font families, usage stats, and font files used by a domain.

Input

Parameter	Type	Required	Description
`domain`	string	Yes	The domain to extract fonts from (e.g., "example.com")
`maxAgeMs`	number	No	Cache max age in milliseconds (86400000-31536000000, default: 7776000000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`status`	string	Extraction status
`domain`	string	The domain that was analyzed
`fonts`	array	Fonts with usage statistics and fallbacks
`fontLinks`	json	Font family download links keyed by font name (type, files, category)
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_scrape_styleguide`

Extract a domain's design system: colors, typography, spacing, shadows, and UI components.

Input

Parameter	Type	Required	Description
`domain`	string	Yes	The domain to extract the styleguide from (e.g., "example.com")
`maxAgeMs`	number	No	Cache max age in milliseconds (86400000-31536000000, default: 7776000000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`status`	string	Extraction status
`domain`	string	The domain that was analyzed
`styleguide`	json	Design system: mode, colors, typography, elementSpacing, shadows, fontLinks, components
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_classify_naics`

Classify a brand into NAICS industry codes from its domain or company name.

Input

Parameter	Type	Required	Description
`input`	string	Yes	Brand domain or company name to classify (e.g., "stripe.com" or "Stripe")
`minResults`	number	No	Minimum number of codes to return (1-10, default: 1)
`maxResults`	number	No	Maximum number of codes to return (1-10, default: 5)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`status`	string	Classification status
`domain`	string	Resolved domain
`type`	string	Input type that was resolved
`codes`	array	Matched NAICS codes with name and confidence
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_classify_sic`

Classify a brand into SIC industry codes from its domain or company name.

Input

Parameter	Type	Required	Description
`input`	string	Yes	Brand domain or company name to classify (e.g., "stripe.com" or "Stripe")
`type`	string	No	SIC taxonomy version: "original_sic" (default) or "latest_sec"
`minResults`	number	No	Minimum number of codes to return (1-10, default: 1)
`maxResults`	number	No	Maximum number of codes to return (1-10, default: 5)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`status`	string	Classification status
`domain`	string	Resolved domain
`type`	string	Input type that was resolved
`classification`	string	SIC taxonomy version used (original_sic or latest_sec)
`codes`	array	Matched SIC codes with name, confidence, and group metadata
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_get_brand`

Retrieve brand data for a domain: logos, colors, backdrops, socials, address, and industry.

Input

Parameter	Type	Required	Description
`domain`	string	Yes	The domain to retrieve brand data for (e.g., "airbnb.com")
`forceLanguage`	string	No	Override the detected language with a supported language code
`maxSpeed`	boolean	No	Skip time-consuming operations for a faster response (default: false)
`maxAgeMs`	number	No	Cache max age in milliseconds (86400000-31536000000, default: 7776000000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`status`	string	Retrieval status
`brand`	object	Brand data object
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_get_brand_by_name`

Retrieve brand data by company name: logos, colors, socials, address, and industry.

Input

Parameter	Type	Required	Description
`name`	string	Yes	Company name to retrieve brand data for (3-30 chars, e.g., "Apple Inc")
`countryGl`	string	No	ISO 2-letter country code to prioritize (e.g., "us")
`forceLanguage`	string	No	Override the detected language with a supported language code
`maxSpeed`	boolean	No	Skip time-consuming operations for a faster response (default: false)
`maxAgeMs`	number	No	Cache max age in milliseconds (86400000-31536000000, default: 7776000000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`status`	string	Retrieval status
`brand`	object	Brand data object
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_get_brand_by_email`

Retrieve brand data from a work email address. Free/disposable emails are rejected (422).

Input

Parameter	Type	Required	Description
`email`	string	Yes	Work email address; the domain is extracted (free providers are rejected)
`forceLanguage`	string	No	Override the detected language with a supported language code
`maxSpeed`	boolean	No	Skip time-consuming operations for a faster response (default: false)
`maxAgeMs`	number	No	Cache max age in milliseconds (86400000-31536000000, default: 7776000000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`status`	string	Retrieval status
`brand`	object	Brand data object
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_get_brand_by_ticker`

Retrieve brand data for a public company by its stock ticker symbol.

Input

Parameter	Type	Required	Description
`ticker`	string	Yes	Stock ticker symbol (e.g., "AAPL", "GOOGL", "BRK.A")
`tickerExchange`	string	No	Exchange code for the ticker (e.g., "NASDAQ", "NYSE", "LSE"). Default: NASDAQ
`forceLanguage`	string	No	Override the detected language with a supported language code
`maxSpeed`	boolean	No	Skip time-consuming operations for a faster response (default: false)
`maxAgeMs`	number	No	Cache max age in milliseconds (86400000-31536000000, default: 7776000000)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`status`	string	Retrieval status
`brand`	object	Brand data object
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

`context_dev_identify_transaction`

Identify the brand behind a raw bank/card transaction descriptor and return its brand data.

Input

Parameter	Type	Required	Description
`transactionInfo`	string	Yes	The raw transaction descriptor or identifier to resolve to a brand
`countryGl`	string	No	ISO 2-letter country code from the transaction (e.g., "us", "gb")
`city`	string	No	City name to prioritize in the search
`mcc`	string	No	Merchant Category Code for the business category
`phone`	number	No	Phone number from the transaction for verification
`highConfidenceOnly`	boolean	No	Enforce additional verification steps for higher confidence (default: false)
`forceLanguage`	string	No	Override the detected language with a supported language code
`maxSpeed`	boolean	No	Skip time-consuming operations for a faster response (default: false)
`timeoutMS`	number	No	Request timeout in milliseconds (1000-300000)
`apiKey`	string	Yes	Context.dev API key

Output

Parameter	Type	Description
`status`	string	Identification status
`brand`	object	Brand data for the identified merchant
`creditsConsumed`	number	Credits consumed by this request
`creditsRemaining`	number	Credits remaining on the API key

Notes

Category: tools
Type: context_dev

Confluence Convex

Context.dev