emerging · 0.2

Web Scraping

Score 22.0 / 100 45 providers 14 APIs Search apis.io →
Variants seen in the corpus: Web ScrapingWeb scrapingweb scrapingweb-scraping

Providers using this tag (45)

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

Exemplar 2 Complete, well-documented, and agent-ready
ValueSERPSERPSearch Engine ResultsGoogle SearchSearch API6 APIs68.3Context.devBrand IntelligenceData EnrichmentAI Agents8 APIs68.1
Strong 6 Solid coverage with minor gaps
APIFreaks - API Hub for DevelopersIP IntelligenceGeolocationWHOISDomain Intelligence27 APIs62.9StructifyCompanyArtificial IntelligenceData32 APIs62.6WebScraping.AIData ExtractionProxiesArtificial Intelligence6 APIs62.6ZenserpSERPSearch Engine ResultsGoogle Search5 APIs60.5HyperbrowserHeadless BrowserBrowser InfrastructureWeb Crawling12 APIs56.4NimblewayCompanyWeb DataData Extraction11 APIs56.2
Developing 15 Usable, with meaningful gaps to close
Bright DataWeb DataProxyResidential Proxy17 APIs53.6BrowserbaseHeadless BrowserBrowser InfrastructureWeb AutomationAI Agents4 APIs52.4The HogCompanyGTM IntelligenceSales IntelligenceData Enrichment8 APIs52.2MCP360MCPMCP ServerMCP GatewayAI Agents38 APIs51.9SearchApiSearchSERP APIGoogle Search2 APIs50.9TinyFishCompanyArtificial IntelligenceAI AgentsWeb Automation7 APIs50.7OpenSERPCompanySearchSERPSearch API2 APIs50.5ZenRowsData ExtractionAnti-BotProxies6 APIs50.4BrowserlessHeadless BrowserBrowser InfrastructureWeb AutomationAI Agents3 APIs49.2Automation Preflight APIAutomationIntegrationDeveloper ToolsReadiness4 APIs48.6InterfazeCompanyArtificial IntelligenceMachine-LearningLLM1 API47.9ScrapingBeeAI ExtractionAnti-BotData AggregationData Extraction6 APIs43.8SnapAPIScreenshotsWebsite ScreenshotsMetadata ExtractionText Extraction6 APIs43.6SOAXProxyResidential ProxiesMobile Proxies5 APIs43.5Bright DataWeb DataWeb IntelligenceProxy5 APIs42.0
Thin 12 Limited public surface area
ThordataProxy networkData ExtractionSERP6 APIs39.2AirtopBrowser AutomationAI AgentsCloud Browser6 APIs38.1ZenscrapeProxyHTMLData Extraction2 APIs37.6ApifyActorsBrowser AutomationCrawlingData Aggregation6 APIs36.4SmartproxyProxiesData CollectionResidential Proxies6 APIs36.3SnapAPIScreenshotsPDFVideo13 APIs34.4Import.ioData AggregationData ExtractionData IntegrationPricing Intelligence5 APIs33.6ScrapflyArtificial IntelligenceData ExtractionScreenshots7 APIs33.3Abstract APIAvatarsCompany EnrichmentContactsCurrency14 APIs32.8AgentQLAgentsArtificial IntelligenceData Extraction5 APIs32.0LightpandaHeadless BrowserBrowser AutomationCDPWebSocket3 APIs31.4CrawlbaseWeb CrawlingWeb IntelligenceData Extraction5 APIs27.9
Emerging 5 Early or largely undocumented
StrawberryCompanyArtificial IntelligenceAgentic BrowserAI Agents20.3Wynd NetworkCompanyDePINBandwidth18.6CheerioData ExtractionDOMHTMLHTML Parsing1 API16.8FoodsparkDataFoodGroceriesMenus1 API14.5Beautiful SoupData ExtractionHTML ParsingPythonScraping1 API13.8
Minimal 5 Almost no public developer surface
Amazon Scraper APIData ExtractionE-Commerce DataAmazon1 API5.9ChocodataData ExtractionSERPE-Commerce Data1 API5.9DapperCompanyAdvertisingAdTech5.0Kimono LabsCompanyDeveloper ToolsData Extraction5.0StableBrowseCompanyAI AgentsBrowser InfrastructureWeb Automation5.0

APIs with this tag (14)

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 →

Exemplar 1 Complete, well-documented, and agent-ready
Context.dev Web Scraping APIThe Web Scraping API from Context.dev — 7 operation(s) for web scraping.68.1
Strong 2 Solid coverage with minor gaps
WebScraping.AI MCP ServerHosted remote Model Context Protocol server exposing the same seven capabilities as tools to AI assistants....62.6Hyperbrowser Scrape APISingle-page and batch scrape jobs returning HTML, Markdown, links, and screenshots with asynchronous status...56.4
Developing 3 Usable, with meaningful gaps to close
MCP360 Web Scraping APIThe web-scraping API from MCP360 — 1 operation(s) for web-scraping.51.9ZenRows Scraper APIsVertical, structured-data scraper endpoints for major commerce and real-estate sites, sharing the api.zenro...50.4SOAX Web Data APIThe SOAX Web Data API extracts fully rendered HTML, screenshots, XHR responses, and structured data from an...43.5
Thin 5 Limited public surface area
Thordata SERP APIReal-time search engine results as parsed JSON or raw HTML across Google, Bing, Yandex and DuckDuckGo, with...39.2Thordata Universal Scraping API & Web UnlockerSingle-endpoint collection of any URL through Thordata's unblocking layer, with optional JavaScript renderi...39.2Thordata Web Scraper APIPre-built site extractors run as asynchronous tasks - launch with POST /builder or /video_builder on scrape...39.2Scrapfly Screenshot APICapture screenshots of web pages with full-page or element-specific capture using CSS selectors. Supports J...33.3Abstract API Web Scraping APIWeb content extraction operations32.8
Emerging 1 Early or largely undocumented
Beautiful SoupBeautiful Soup 4 is a Python library providing a parse tree API for HTML and XML documents. It exposes Tag,...13.8
Minimal 2 Almost no public developer surface
Amazon Scraper REST APIREST/JSON API for single-product (ASIN) extraction, search results, and async batch scraping across 20 Amaz...5.9Chocodata Scraper APIREST API (HTTP + JSON, API-key auth via ?api_key=) returning structured data from a catalog of sites. Endpo...5.9

Score breakdown

Frequency
49.0
log-scaled weighted occurrences
Breadth
1.2
spread across providers
Quality lift
47.3
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Data Extraction 22 co-occurrences SERP 11 co-occurrences Web Data 7 co-occurrences Browser Automation 10 co-occurrences Proxies 8 co-occurrences Screenshots 9 co-occurrences Headless Browser 6 co-occurrences Web Automation 6 co-occurrences

Where this tag comes from

Provider tag45
Api tag14
Openapi tag2
Openapi op tag3

Cohort brief

Auto-generated

The 45 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
45
all scored
Mean Kin Score
38.9
+18.2 vs catalog 20.7
Mean Agent Readiness
24.9
+15.2 vs catalog 9.7
Spread
5–68.3
median 42 · σ 18
How the 45 split by band
Exemplar 2Strong 6Developing 15Thin 12Emerging 5Minimal 5
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 40.8 17.5 +23.3 45
Access Clarity 43.4 22.3 +21.1 45
Developer Ergonomics 38.7 17.9 +20.8 45
Operational Transparency 26.1 11.3 +14.8 45
Discoverability 73.3 60.4 +12.9 45
Contract Governance 13.4 6.4 +7 45

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) 38% 16% +22
MCP server (first-party) 22% 7% +15
Agent Skills 0% 0% 0
OAuth scopes 9% 9% 0
Security 89% 88% +1
Arazzo workflows 9% 2% +7
Governance rules 36% 13% +23

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 ValueSERP 68.3
  2. 2 Context.dev 68.1
  3. 3 APIFreaks - API Hub for Developers 62.9
  4. 4 Structify 62.6
  5. 5 WebScraping.AI 62.6
  6. 6 Zenserp 60.5
  7. 7 Hyperbrowser 56.4
  8. 8 Nimbleway 56.2
  9. 9 Bright Data 53.6
  10. 10 Browserbase 52.4
Top by Agent Readiness
  1. 1 The Hog 65.5
  2. 2 WebScraping.AI 65
  3. 3 Context.dev 57.7
  4. 4 TinyFish 49
  5. 5 Nimbleway 41.8
  6. 6 SearchApi 41.5
  7. 7 ValueSERP 41
  8. 8 Structify 37.9
  9. 9 OpenSERP 36.4
  10. 10 Abstract API 35.4
All 45 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 25 August 2026, across 26891 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

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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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