ScrapingBee

ScrapingBee is a France-based web scraping API that handles headless browsers, proxy rotation, anti-bot defenses, and CAPTCHA solving so developers can extract data from any website with a single API call. The platform exposes a unified HTML scraping endpoint alongside dedicated APIs for Google Search, Amazon, Walmart, YouTube, and ChatGPT, with JavaScript rendering, AI-powered data extraction, screenshots, and an MCP server for agentic workflows.

ScrapingBee publishes 2 APIs on the APIs.io network: Google Search API API and HTML API API. Tagged areas include AI Extraction, Anti-Bot, Data Aggregation, Data Extraction, and Headless Browser.

ScrapingBee’s developer surface includes authentication, documentation, getting-started guide, pricing, engineering blog, signup flow, support, and 19 more developer resources.

🌐 Visit website 📡 Source on GitHub

42.5/100 developing ▬ flat Agent 23/100 agent aware saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

AccessFreemiumSelf serve⚡ Free to try

1 APIs 1 MCP Servers

AI ExtractionAnti-Bot Data Aggregation Data Extraction Headless Browser JavaScript RenderingProxy RotationScreenshots Search Engines Web Scraping

Kin Score

Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0

Composite quality — 42.5/100 · developing

Contract Quality 12.4 / 23

Developer Ergonomics 9.4 / 18

Access Clarity 9.7 / 18

Operational Transparency 1.2 / 12

Contract Governance 0.0 / 11

Discoverability 6.2 / 9

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 23/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from github.com/api-evangelist/scrapingbee: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 6

Individual APIs this provider publishes, each with its own machine-readable definition.

ScrapingBee Google Search API

The Google Search API returns structured JSON SERP data covering organic results, knowledge graph, featured snippets, related searches, news, maps, image results, and ads. Suppo...

ScrapingBee Data Extraction API

The Data Extraction API layers structured-data extraction rules on top of HTML API calls so callers receive parsed JSON instead of raw HTML. Supports CSS selectors, XPath expres...

ScrapingBee AI Web Scraping API

The AI Web Scraping API leverages LLM-driven extraction to lift content from web pages by expressing what you need in plain English via the ai_query parameter, with no CSS selec...

ScrapingBee Screenshot API

The Screenshot API captures full-page or viewport screenshots of any URL using headless Chrome, with control over viewport size, full_page rendering, image format, and combinati...

ScrapingBee Google Search API API

Structured Google SERP results (web, news, maps, images).

ScrapingBee HTML API API

Headless-browser scraping with proxy rotation, screenshots, and AI extraction.

Postman Collections 2

Ready-to-run Postman collections for exercising this provider's APIs.

ScrapingBee Google Search API API

POSTMAN

ScrapingBee Google Search API HTML API API

POSTMAN

Open Collections 4

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

API Collection

OPEN COLLECTION

ScrapingBee Google Search API API

OPEN COLLECTION

ScrapingBee Google Search API HTML API API

OPEN COLLECTION

ScrapingBee API

OPEN COLLECTION

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

ScrapingBee MCP Server

MCP SERVER

Pricing Plans 1

Published pricing tiers and plan structures.

Scrapingbee Plans Pricing

3 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Scrapingbee Rate Limits

5 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Scrapingbee Finops

FINOPS

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Scrapingbee Authentication

apiKey · 1 scheme

SECURITY

Scrapingbee Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Scrapingbee Agentic Access

3 operations · 1 acting

AGENTIC

Resources

Get Started 3

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Signup

Signup

Login

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

MCPServer

MCPServer

Build 6

SDKs, sample code, and the tooling you integrate with

PostmanWorkspace

PostmanWorkspace

GitHubOrganization

PythonSDK

NodeSDK

CLI

PostmanCollection

PostmanCollection

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 4

Status, limits, changes, and where to get help

Support

Status

ChangeLog

RateLimits

Commercial 5

Pricing, plans, and the legal terms of use

Pricing

TermsOfService

PrivacyPolicy

Plans

FinOps

Company 3

The organization behind the API

Website

Website

Blog

Blog

LinkedIn

Source (apis.yml)

aid: scrapingbee
name: ScrapingBee
description: ScrapingBee is a France-based web scraping API that handles headless browsers, proxy rotation, anti-bot defenses,
  and CAPTCHA solving so developers can extract data from any website with a single API call. The platform exposes a unified
  HTML scraping endpoint alongside dedicated APIs for Google Search, Amazon, Walmart, YouTube, and ChatGPT, with JavaScript
  rendering, AI-powered data extraction, screenshots, and an MCP server for agentic workflows.
type: Index
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-09-03'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/scrapingbee.png
tags:
- AI Extraction
- Anti-Bot
- Data Aggregation
- Data Extraction
- Headless Browser
- JavaScript Rendering
- Proxy Rotation
- Screenshots
- Search Engines
- Web Scraping
tags_raw:
- AI Extraction
- Anti-Bot
- Data Aggregation
- Data Extraction
- Headless Browser
- JavaScript Rendering
- Proxy Rotation
- Screenshots
- Search Engine
- Web Scraping
url: https://raw.githubusercontent.com/api-evangelist/scrapingbee/refs/heads/main/apis.yml
created: '2026-03-26'
modified: '2026-05-25'
specificationVersion: '0.23'
apis:
- aid: scrapingbee:google-search-api
  name: ScrapingBee Google Search API
  description: The Google Search API returns structured JSON SERP data covering organic results, knowledge graph, featured
    snippets, related searches, news, maps, image results, and ads. Supports search_type (web, news, maps, images), country_code
    localization, light_request mode for cheaper faster queries, full_html alongside structured output, and any extra Google
    query parameters (gl, hl, num, start).
  humanURL: https://www.scrapingbee.com/documentation/google/
  baseURL: https://app.scrapingbee.com/api/v1/google
  tags:
  - Search Engines
  - SERP
  - Google
  - Structured Data
  tags_raw:
  - Search Engine
  - SERP
  - Google
  - Structured Data
  properties:
  - type: Documentation
    url: https://www.scrapingbee.com/documentation/google/
- aid: scrapingbee:data-extraction-api
  name: ScrapingBee Data Extraction API
  description: The Data Extraction API layers structured-data extraction rules on top of HTML API calls so callers receive
    parsed JSON instead of raw HTML. Supports CSS selectors, XPath expressions, nested objects and arrays, attribute extraction,
    and AI-powered natural-language extraction where you describe what you need in plain English.
  humanURL: https://www.scrapingbee.com/features/data-extraction/
  baseURL: https://app.scrapingbee.com/api/v1
  tags:
  - AI Extraction
  - Data Extraction
  - Structured Data
  - CSS Selectors
  properties:
  - type: Documentation
    url: https://www.scrapingbee.com/documentation/data-extraction/
- aid: scrapingbee:ai-extraction-api
  name: ScrapingBee AI Web Scraping API
  description: The AI Web Scraping API leverages LLM-driven extraction to lift content from web pages by expressing what you
    need in plain English via the ai_query parameter, with no CSS selectors, XPath, or parsing code required. Supports JSON
    and Markdown output for downstream agentic use.
  humanURL: https://www.scrapingbee.com/features/ai-web-scraping-api/
  baseURL: https://app.scrapingbee.com/api/v1
  tags:
  - Artificial Intelligence
  - LLM
  - Data Extraction
  - Natural-Language
  tags_raw:
  - AI
  - LLM
  - Data Extraction
  - Natural Language
  properties:
  - type: Documentation
    url: https://www.scrapingbee.com/documentation/
- aid: scrapingbee:screenshot-api
  name: ScrapingBee Screenshot API
  description: The Screenshot API captures full-page or viewport screenshots of any URL using headless Chrome, with control
    over viewport size, full_page rendering, image format, and combination with JavaScript scenarios for capturing post-interaction
    states.
  humanURL: https://www.scrapingbee.com/features/screenshot-api/
  baseURL: https://app.scrapingbee.com/api/v1
  tags:
  - Screenshots
  - Headless Browser
  - Image Capture
  properties:
  - type: Documentation
    url: https://www.scrapingbee.com/documentation/#screenshot
- aid: scrapingbee:scrapingbee-google-search-api-api
  name: ScrapingBee Google Search API API
  description: Structured Google SERP results (web, news, maps, images).
  humanURL: https://www.scrapingbee.com
  baseURL: https://app.scrapingbee.com/api/v1
  tags:
  - Google Search API
  properties:
  - type: OpenAPI
    url: openapi/scrapingbee-google-search-api-api-openapi.yml
  - type: Documentation
    url: https://www.scrapingbee.com/documentation/
  - type: GettingStarted
    url: https://www.scrapingbee.com/documentation/#quickstart
  - type: Authentication
    url: https://www.scrapingbee.com/documentation/#authentication
- aid: scrapingbee:scrapingbee-html-api-api
  name: ScrapingBee HTML API API
  description: Headless-browser scraping with proxy rotation, screenshots, and AI extraction.
  humanURL: https://www.scrapingbee.com
  baseURL: https://app.scrapingbee.com/api/v1
  tags:
  - HTML API
  properties:
  - type: OpenAPI
    url: openapi/scrapingbee-html-api-api-openapi.yml
  - type: Documentation
    url: https://www.scrapingbee.com/documentation/
  - type: GettingStarted
    url: https://www.scrapingbee.com/documentation/#quickstart
  - type: Authentication
    url: https://www.scrapingbee.com/documentation/#authentication
common:
- type: PostmanWorkspace
  url: https://www.postman.com/kinlaneapi/scrapingbee/overview
- type: AgenticAccess
  url: agentic-access/scrapingbee-agentic-access.yml
- type: DomainSecurity
  url: security/scrapingbee-domain-security.yml
- type: Authentication
  url: authentication/scrapingbee-authentication.yml
- type: Website
  url: https://www.scrapingbee.com
- type: Documentation
  url: https://www.scrapingbee.com/documentation/
- type: GettingStarted
  url: https://www.scrapingbee.com/documentation/#quickstart
- type: Pricing
  url: https://www.scrapingbee.com/pricing/
- type: Blog
  url: https://www.scrapingbee.com/blog/
- type: Signup
  url: https://app.scrapingbee.com/account/register
- type: Login
  url: https://app.scrapingbee.com/account/login
- type: Support
  url: https://help.scrapingbee.com
- type: Status
  url: https://status.scrapingbee.com
- type: ChangeLog
  url: https://www.scrapingbee.com/changelog/
- type: TermsOfService
  url: https://www.scrapingbee.com/terms-and-conditions/
- type: PrivacyPolicy
  url: https://www.scrapingbee.com/privacy-policy/
- type: GitHubOrganization
  url: https://github.com/ScrapingBee
- type: LinkedIn
  url: https://www.linkedin.com/company/scrapingbee
- type: PythonSDK
  url: https://github.com/ScrapingBee/scrapingbee-python
- type: NodeSDK
  url: https://github.com/ScrapingBee/scrapingbee-node
- type: CLI
  url: https://github.com/ScrapingBee/scrapingbee-cli
- type: PostmanCollection
  url: https://www.postman.com/api-evangelist/scraping/documentation/ygpc6xm/scrapingbee
- type: MCPServer
  url: https://github.com/ScrapingBee/mcp-server
- type: Integrations
  url: https://github.com/ScrapingBee/scrapingbee-n8n
- type: Integrations
  url: https://github.com/ScrapingBee/scrapy-scrapingbee
- type: Integrations
  url: https://github.com/ScrapingBee/langchain-scrapingbee
- type: Plans
  url: plans/scrapingbee-plans-pricing.yml
- type: RateLimits
  url: rate-limits/scrapingbee-rate-limits.yml
- type: FinOps
  url: finops/scrapingbee-finops.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

Work with this as data

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

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
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 provider

curl "https://apis.io/api/v1/providers/scrapingbee"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/scrapingbee/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/scrapingbee/evidence"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.