Chocodata

Web-scraping REST API that returns structured JSON from a large catalog of target sites (e-commerce, search engines, social, real estate, finance, and more), with proxies, CAPTCHA, and anti-bot handling managed server-side. Ships an OpenAPI 3.1 contract, official Node/Python/Go SDKs, a CLI, an npm-distributed stdio MCP server (chocodata-mcp), live llms.txt manifests with markdown twins of every docs page, and an ai-plugin.json discovery manifest. Bills only for successful (2xx) responses.

Chocodata publishes 1 API on the APIs.io network: Scraper API. Tagged areas include Web Scraping, Data Extraction, SERP, E-Commerce Data, and social-media-data.

The Chocodata catalog on APIs.io includes 1 event-driven AsyncAPI specification.

Chocodata’s developer surface includes authentication, changelog, CLI, documentation, API reference, getting-started guide, pricing, and 27 more developer resources.

🌐 Visit website 📡 Source on GitHub

61.9/100 strong ▬ flat Agent 31/100 agent ready Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

1 APIs 1 MCP Servers

Web Scraping Data Extraction SERP E-Commerce Data social-media-data Proxy MCP agent-nativestructured-json

Kin Score

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

Composite quality — 61.9/100 · strong

Contract Quality 12.5 / 23

Developer Ergonomics 13.2 / 18

Access Clarity 13.7 / 18

Operational Transparency 9.5 / 12

Contract Governance 0.5 / 11

Discoverability 6.8 / 9

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 31/100 · agent ready

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 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 6 / 6

Agent Skills 5 / 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/chocodata: 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 1

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

Chocodata Scraper API

REST API (HTTP + JSON, API-key auth via ?api_key=) returning structured data from a catalog of sites. Endpoints include Product, Search, Universal Web Scraper, and Batch (async)...

MCP Servers 1

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

Chocodata MCP Server

MCP SERVER

Pricing Plans 1

Published pricing tiers and plan structures.

Chocodata Plans Pricing

5 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Chocodata Rate Limits

4 limits

RATE LIMITS

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Chocodata Webhooks

ASYNCAPI

Security Posture 2

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

Chocodata Authentication

apiKey · 1 scheme

SECURITY

Chocodata Domain Security

TLSv1.3 · HSTS

SECURITY

Agentic Access 1

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

Chocodata Agentic Access

11 operations

11 operations · 0 acting

AGENTIC

Resources

Get Started 5

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

SignUp

SignUp

Login

DeveloperPortal

DeveloperPortal

Console

Console

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

WellKnown

MCPServer

LLMsTxt

AgentSkill

AgenticAccess

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Conformance

ErrorCatalog

Lifecycle

Conventions

Webhooks

Build 5

SDKs, sample code, and the tooling you integrate with

Packages

SDKs

ToolCrosswalk

CLI

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 4

Status, limits, changes, and where to get help

StatusPage

Deprecation

ChangeLog

RateLimits

Commercial 4

Pricing, plans, and the legal terms of use

Plans

Pricing

TermsOfService

PrivacyPolicy

Company 1

The organization behind the API

Website

Website

Other 1

Properties that don't map to a standard resource type

Overlay

Overlay

Source (apis.yml)

name: Chocodata
description: Web-scraping REST API that returns structured JSON from a large catalog of target sites (e-commerce, search engines,
  social, real estate, finance, and more), with proxies, CAPTCHA, and anti-bot handling managed server-side. Ships an OpenAPI
  3.1 contract, official Node/Python/Go SDKs, a CLI, an npm-distributed stdio MCP server (chocodata-mcp), live llms.txt manifests
  with markdown twins of every docs page, and an ai-plugin.json discovery manifest. Bills only for successful (2xx) responses.
url: https://raw.githubusercontent.com/api-evangelist/chocodata/refs/heads/main/apis.yml
deliveryModel:
  model: unknown
  open_source: false
  commercial: false
  callable_host: false
  label: Delivery model not determined — needs a product licence on record
  confidence: low
  source:
  - none
  generated: '2026-08-28'
  method: derived
created: '2026-07-16'
modified: '2026-09-03'
specificationVersion: '0.23'
tags:
- Web Scraping
- Data Extraction
- SERP
- E-Commerce Data
- social-media-data
- Proxy
- MCP
- agent-native
- structured-json
tags_raw:
- web-scraping
- data-extraction
- serp
- e-commerce-data
- social-media-data
- proxy
- mcp
- agent-native
- structured-json
apis:
- name: Chocodata Scraper API
  description: REST API (HTTP + JSON, API-key auth via ?api_key=) returning structured data from a catalog of sites. Endpoints
    include Product, Search, Universal Web Scraper, and Batch (async). Base host is api.chocodata.com.
  humanURL: https://chocodata.com/docs
  baseURL: https://api.chocodata.com
  tags:
  - Web Scraping
  - Data Extraction
  - SERP
  - E-Commerce Data
  - social-media-data
  - Proxy
  - MCP
  - agent-native
  - structured-json
  tags_raw:
  - web-scraping
  - data-extraction
  - serp
  - e-commerce-data
  - social-media-data
  - proxy
  - mcp
  - agent-native
  - structured-json
  properties:
  - type: Documentation
    url: https://chocodata.com/docs
  - type: LLMSTxt
    url: https://chocodata.com/docs/llms.txt
  - type: OpenAPI
    url: openapi/chocodata-openapi.json
maintainers:
- FN: Chocodata
  url: https://chocodata.com
  email: hello@chocodata.com
generated:
  by: apis.io/add
  model: claude-opus-4-8
  confidence: 90
  at: '2026-07-16T16:04:09.145Z'
common:
- type: Website
  url: https://chocodata.com
- type: DomainSecurity
  url: security/chocodata-domain-security.yml
- type: Authentication
  url: authentication/chocodata-authentication.yml
- type: Packages
  url: packages/chocodata-packages.yml
- type: SDKs
  url: packages/chocodata-packages.yml
- type: WellKnown
  url: well-known/chocodata-well-known.yml
- type: MCPServer
  url: mcp/chocodata-mcp.yml
- type: ToolCrosswalk
  url: mcp/chocodata-tool-crosswalk.yml
- type: LLMsTxt
  url: llms/chocodata-llms.txt
- type: Overlay
  url: overlays/chocodata-openapi-overlay.yaml
- type: Conformance
  url: conformance/chocodata-conformance.yml
- type: ErrorCatalog
  url: errors/chocodata-problem-types.yml
- type: Lifecycle
  url: lifecycle/chocodata-lifecycle.yml
- type: StatusPage
  url: https://chocodata.com/status
- type: Deprecation
  url: lifecycle/chocodata-lifecycle.yml
- type: Conventions
  url: conventions/chocodata-conventions.yml
- type: ChangeLog
  url: changelog/chocodata-changelog.yml
- type: CLI
  url: cli/chocodata-cli.yml
- type: Webhooks
  url: asyncapi/chocodata-webhooks.yml
- type: AgentSkill
  url: skills/_index.yml
- type: AgenticAccess
  url: agentic-access/chocodata-agentic-access.yml
- type: Plans
  url: plans/chocodata-plans-pricing.yml
- type: RateLimits
  url: rate-limits/chocodata-rate-limits.yml
- type: Documentation
  url: https://chocodata.com/docs
- type: APIReference
  url: https://chocodata.com/docs/endpoint-reference
- type: GettingStarted
  url: https://chocodata.com/docs/getting-started
- type: Pricing
  url: https://chocodata.com/pricing
- type: TermsOfService
  url: https://chocodata.com/terms
- type: PrivacyPolicy
  url: https://chocodata.com/privacy
- type: SignUp
  url: https://app.chocodata.com/sign-up
- type: Login
  url: https://app.chocodata.com/login
- type: GitHubOrganization
  url: https://github.com/ChocoData-com
- type: DeveloperPortal
  url: https://app.chocodata.com
- type: Console
  url: https://app.chocodata.com
image: https://chocodata.com/logo-512.png
x-enrichment:
  date: '2026-09-03'
  status: enriched
  artifacts_added: 25
  pass: local-v2

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