emerging · 0.1

Web Scraping

Score 23.9 / 100 57 providers 25 APIs Search apis.io →
Variants seen in the corpus: Web Scrapingweb scrapingweb-scraping

Providers using this tag (57)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 1 Complete, well-documented, and agent-ready
Browser UseAI AutomationBrowser AutomationWeb Agents3 APIs69.1
Strong 20 Solid coverage with minor gaps
ValueSERPSERPSearch Engine ResultsGoogle SearchSearch API1 API66.0Crawl4AIAI AutomationWeb CrawlingData Extraction3 APIs65.6Context.devBrand IntelligenceData EnrichmentAI Agents1 API65.1Cracked APIAI AgentsAgent ToolsMCPTool Router1 API64.0ChocodataData ExtractionSERPE-Commerce Data1 API61.9StructifyCompanyArtificial IntelligenceData1 API61.2GeekflareDevelopmentPublic APIsSearch1 API60.9Amazon Scraper APIData ExtractionE-Commerce DataAmazon1 API60.5WebScraping.AIData ExtractionProxiesArtificial Intelligence1 API60.4APIFreaks - API Hub for DevelopersIP IntelligenceGeolocationWHOISDomain Intelligence104 APIs58.2Abstract APIAvatarsCompany EnrichmentContactsCurrency13 APIs57.4ZenserpSERPSearch Engine ResultsGoogle Search1 API57.4PagesnapDeveloper Toolsweb-to-markdownscreenshot-api1 API57.1ReefAPIWeb DataData AggregationSERP2 APIs56.9ZyteCrawlingData ExtractionScraping3 APIs56.7BrowserbaseHeadless BrowserBrowser InfrastructureWeb AutomationAI Agents1 API55.2API LeagueAPI MarketplaceBooksDeveloper ToolsFood1 API54.9BrowserlessHeadless BrowserBrowser InfrastructureWeb AutomationAI Agents1 API54.6NimblewayCompanyWeb DataData Extraction1 API54.6HyperbrowserHeadless BrowserBrowser InfrastructureWeb Crawling1 API54.4
Developing 15 Usable, with meaningful gaps to close
Social FetchSocial-MediaData ExtractionSocial Listening1 API53.6ScrapingAntData ExtractionProxiesScraping2 APIs52.6Bright DataWeb DataProxyResidential Proxy10 APIs51.9SearchApiSearchSERP APIGoogle Search3 APIs50.7Webz.ioNews DataWeb DataDark Web2 APIs50.0MCP360MCPMCP ServerMCP GatewayAI Agents38 APIs49.7OpenSERPCompanySearchSERPSearch API1 API49.3The HogCompanyGTM IntelligenceSales IntelligenceData Enrichment1 API48.3Automation Preflight APIAutomationIntegrationDeveloper ToolsReadiness2 APIs47.7TinyFishCompanyArtificial IntelligenceAI AgentsWeb Automation4 APIs47.2InterfazeCompanyArtificial IntelligenceMachine-LearningLLM1 API46.8ZenRowsData ExtractionAnti-BotProxies1 API43.5ScrapingBeeAI ExtractionAnti-BotData AggregationData Extraction1 API42.5SnapAPIScreenshotsWebsite ScreenshotsMetadata ExtractionText Extraction1 API42.4SOAXProxyResidential ProxiesMobile Proxies1 API42.2
Thin 11 Limited public surface area
ZenscrapeProxyHTMLData Extraction1 API39.0AirtopBrowser AutomationAI AgentsCloud Browser1 API38.5ApifyActorsBrowser AutomationCrawlingData Aggregation6 APIs36.5ThordataProxy networkData ExtractionSERP2 APIs36.4ScrapflyArtificial IntelligenceData ExtractionScreenshots1 API34.6BardeenAI AutomationWorkflow-AutomationData Enrichment1 API34.0Import.ioData AggregationData ExtractionData IntegrationPricing Intelligence1 API33.1SnapAPIScreenshotsPDFVideo1 API33.1SmartproxyProxiesData CollectionResidential Proxies1 API33.0LightpandaHeadless BrowserBrowser AutomationCDPWebSocket1 API30.8AgentQLAgentsArtificial IntelligenceData Extraction5 APIs30.7
Emerging 7 Early or largely undocumented
CrawlbaseWeb CrawlingWeb IntelligenceData Extraction1 API24.9CheerioData ExtractionDOMHTMLHTML Parsing1 API23.7RankFabrikDataLocal BusinessPlaces4 APIs20.7StrawberryCompanyArtificial IntelligenceAgentic BrowserAI Agents19.1Wynd NetworkCompanyDePINBandwidth18.6Beautiful SoupData ExtractionHTML ParsingPythonScraping1 API16.2FoodsparkDataFoodGroceriesMenus1 API14.5
Minimal 1 Almost no public developer surface
StableBrowseCompanyAI AgentsBrowser InfrastructureWeb Automation5.0
Unrated 2 Not yet scored
DapperCompanyAdvertisingAdTechKimono LabsCompanyDeveloper ToolsData Extraction

APIs with this tag (25)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Strong 11 Solid coverage with minor gaps
Context.dev Web Scraping APIThe Web Scraping API from Context.dev — 7 operation(s) for web scraping.65.1Cracked APIREST/HTTP API to discover, inspect, run and poll third-party agent tools, with smart-run capabilities, lead...64.0Chocodata Scraper APIREST API (HTTP + JSON, API-key auth via ?api_key=) returning structured data from a catalog of sites. Endpo...61.9Geekflare APIREST API suite for scraping, search, data extraction, screenshots, DNS lookups, and web utilities — 18 oper...60.9Amazon Scraper REST APIREST/JSON API for single-product (ASIN) extraction, search results, and async batch scraping across 20 Amaz...60.5WebScraping.AI MCP ServerHosted remote Model Context Protocol server exposing the same seven capabilities as tools to AI assistants....60.4Abstract API Web Scraping APIWeb content extraction operations57.4Pagesnap APIREST API converting public URLs to Markdown, text, HTML, JSON, ARIA trees, screenshots, PDFs, link-preview ...57.1ReefAPI MCP ServerHosted MCP server over streamable-HTTP with 5 discovery-first tools (search_engines, get_catalog, get_engin...56.9ReefAPI REST APIPOST-based REST/JSON API fronting a catalog of web-data engines. Auth via x-api-key header; uniform {ok,dat...56.9Hyperbrowser Scrape APISingle-page and batch scrape jobs returning HTML, Markdown, links, and screenshots with asynchronous status...54.4
Developing 7 Usable, with meaningful gaps to close
Social Fetch REST APISynchronous REST API for scraping public social media data across ~23 platforms, returning structured JSON....53.6ScrapingAntScrapingAnt is a web scraping API service that handles proxy rotation, headless browsers, and CAPTCHA solvi...52.6ScrapingAnt Scraping APIThe ScrapingAnt web scraping endpoint. GET/POST/PUT/PATCH/DELETE /v2/general renders a target URL in headle...52.6Webz.io APIToken-authenticated REST endpoints under https://api.webz.io covering seven products: News, Blogs and Forum...50.0MCP360 Web Scraping APIThe web-scraping API from MCP360 — 1 operation(s) for web-scraping.49.7ZenRows Scraper APIsVertical, structured-data scraper endpoints for major commerce and real-estate sites, sharing the api.zenro...43.5SOAX Web Data APIThe SOAX Web Data API extracts fully rendered HTML, screenshots, XHR responses, and structured data from an...42.2
Thin 2 Limited public surface area
Scrapfly Screenshot APICapture screenshots of web pages with full-page or element-specific capture using CSS selectors. Supports J...34.6BardeenBardeen is an AI-powered automation platform for automating repetitive tasks across web applications.34.0
Emerging 5 Early or largely undocumented
CaptionsTimestamped/segmented video transcript retrieval, up to 50 videos per call. Billed per transcript returned.20.7JobsJob posting collection that segments by publish window/area to exceed the public 1,000-result cap. Billed p...20.7PlacesLocal business data collection via geo point + radius sweep with deduplication on place ID; optional email ...20.7VerifyEmail verification via syntax, disposable-domain, MX and SMTP dialogue checks (no message sent), up to 100 ...20.7Beautiful SoupBeautiful Soup 4 is a Python library providing a parse tree API for HTML and XML documents. It exposes Tag,...16.2

Score breakdown

Frequency
52.8
log-scaled weighted occurrences
Breadth
1.6
spread across providers
Quality lift
51.4
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Data Extraction 25 co-occurrences SERP 12 co-occurrences Proxies 10 co-occurrences Web Data 9 co-occurrences Browser Automation 11 co-occurrences Screenshots 10 co-occurrences Headless Browser 6 co-occurrences Web Automation 6 co-occurrences

Where this tag comes from

Provider tag58
Api tag26
Openapi tag3
Openapi op tag5

Cohort brief

Auto-generated

The 55 providers in the APIs.io catalog tagged Web Scraping, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
55
all scored
Mean Kin Score
45.3
+21.4 vs catalog 23.9
Mean Agent Readiness
30.1
+18.1 vs catalog 12
Spread
5–69.1
median 49.3 · σ 15.2
How the 55 split by band
Exemplar 1Strong 20Developing 15Thin 11Emerging 7Minimal 1
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 56.5 26.5 +30 55
Developer Ergonomics 51.4 23.4 +28 55
Operational Transparency 38.5 14 +24.5 55
Contract Quality 43 19.8 +23.2 55
Discoverability 72.7 61.2 +11.5 55
Contract Governance 11.5 6.4 +5.1 55

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 46% 10% +36
MCP server (first-party) 47% 13% +34
Agent Skills 0% 0% 0
OAuth scopes 14% 11% +3
Security 95% 97% -2
Arazzo workflows 7% 2% +5
Governance rules 26% 14% +12

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Browser Use 69.1
  2. 2 ValueSERP 66
  3. 3 Crawl4AI 65.6
  4. 4 Context.dev 65.1
  5. 5 Cracked API 64
  6. 6 Chocodata 61.9
  7. 7 Structify 61.2
  8. 8 Geekflare 60.9
  9. 9 Amazon Scraper API 60.5
  10. 10 WebScraping.AI 60.4
Top by Agent Readiness
  1. 1 The Hog 65.5
  2. 2 WebScraping.AI 65
  3. 3 Cracked API 62
  4. 4 Browser Use 58.3
  5. 5 Context.dev 51.4
  6. 6 TinyFish 49
  7. 7 Social Fetch 45.7
  8. 8 Abstract API 45.4
  9. 9 Nimbleway 41.8
  10. 10 SearchApi 41.5
All 57 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 15 September 2026, across 27661 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

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Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This tag 
curl "https://apis.io/api/v1/tags/web-scraping"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/web-scraping"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/web-scraping/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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