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 7 APIs on the APIs.io network, including Amazon API, Chocodata API, Reddit API, and 4 more. 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

61.7/100 strong ▬ flat Agent 31/100 agent ready Front door AI 4/6 moderate Full breakdown ↓
scored 2026-09-25 · rubric v0.23.0

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 2026-09-25 · rubric v0.23.0

Composite quality — 61.7/100 · strong

Contract Quality 9.7 / 19

Developer Ergonomics 11.0 / 15

Access Clarity 11.4 / 15

Operational Transparency 8.0 / 10

Contract Governance 0.4 / 9

Discoverability 5.4 / 8

Regulatory Posture 3.7 / 15

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

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

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.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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 7

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

Chocodata Amazon API

The Amazon API from Chocodata — 3 operation(s) for amazon.

Chocodata Chocodata API

The Chocodata API from Chocodata — 1 operation(s) for chocodata.

Chocodata Reddit API

The Reddit API from Chocodata — 1 operation(s) for reddit.

Chocodata Universal API

The Universal API from Chocodata — 1 operation(s) for universal.

Chocodata Youtube API

The Youtube API from Chocodata — 2 operation(s) for youtube.

Chocodata App Store API

The App Store API from Chocodata — 2 operation(s) for app store.

Chocodata Google Play API

The Google Play API from Chocodata — 1 operation(s) for google play.

Scroll for all 7

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:
- aid: chocodata:chocodata-amazon-api
  name: Chocodata Amazon API
  description: The Amazon API from Chocodata — 3 operation(s) for amazon.
  humanURL: https://chocodata.com/docs
  baseURL: https://api.chocodata.com
  tags:
  - Amazon
  properties:
  - type: OpenAPI
    url: openapi/chocodata-amazon-api-openapi.yml
  - type: Documentation
    url: https://chocodata.com/docs
  - type: LLMSTxt
    url: https://chocodata.com/docs/llms.txt
- aid: chocodata:chocodata-chocodata-api
  name: Chocodata Chocodata API
  description: The Chocodata API from Chocodata — 1 operation(s) for chocodata.
  humanURL: https://chocodata.com/docs
  baseURL: https://api.chocodata.com
  tags:
  - Chocodata
  properties:
  - type: OpenAPI
    url: openapi/chocodata-chocodata-api-openapi.yml
  - type: Documentation
    url: https://chocodata.com/docs
  - type: LLMSTxt
    url: https://chocodata.com/docs/llms.txt
- aid: chocodata:chocodata-reddit-api
  name: Chocodata Reddit API
  description: The Reddit API from Chocodata — 1 operation(s) for reddit.
  humanURL: https://chocodata.com/docs
  baseURL: https://api.chocodata.com
  tags:
  - Reddit
  properties:
  - type: OpenAPI
    url: openapi/chocodata-reddit-api-openapi.yml
  - type: Documentation
    url: https://chocodata.com/docs
  - type: LLMSTxt
    url: https://chocodata.com/docs/llms.txt
- aid: chocodata:chocodata-universal-api
  name: Chocodata Universal API
  description: The Universal API from Chocodata — 1 operation(s) for universal.
  humanURL: https://chocodata.com/docs
  baseURL: https://api.chocodata.com
  tags:
  - Universal
  properties:
  - type: OpenAPI
    url: openapi/chocodata-universal-api-openapi.yml
  - type: Documentation
    url: https://chocodata.com/docs
  - type: LLMSTxt
    url: https://chocodata.com/docs/llms.txt
- aid: chocodata:chocodata-youtube-api
  name: Chocodata Youtube API
  description: The Youtube API from Chocodata — 2 operation(s) for youtube.
  humanURL: https://chocodata.com/docs
  baseURL: https://api.chocodata.com
  tags:
  - YouTube
  tags_raw:
  - Youtube
  properties:
  - type: OpenAPI
    url: openapi/chocodata-youtube-api-openapi.yml
  - type: Documentation
    url: https://chocodata.com/docs
  - type: LLMSTxt
    url: https://chocodata.com/docs/llms.txt
- aid: chocodata:chocodata-app-store-api
  name: Chocodata App Store API
  description: The App Store API from Chocodata — 2 operation(s) for app store.
  humanURL: https://chocodata.com/docs
  baseURL: https://api.chocodata.com
  tags:
  - App Store
  properties:
  - type: OpenAPI
    url: openapi/chocodata-app-store-api-openapi.yml
  - type: Documentation
    url: https://chocodata.com/docs
  - type: LLMSTxt
    url: https://chocodata.com/docs/llms.txt
- aid: chocodata:chocodata-google-play-api
  name: Chocodata Google Play API
  description: The Google Play API from Chocodata — 1 operation(s) for google play.
  humanURL: https://chocodata.com/docs
  baseURL: https://api.chocodata.com
  tags:
  - Google Play
  properties:
  - type: OpenAPI
    url: openapi/chocodata-google-play-api-openapi.yml
  - type: Documentation
    url: https://chocodata.com/docs
  - type: LLMSTxt
    url: https://chocodata.com/docs/llms.txt
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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