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 API contracts indexed 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 and 1 Spectral governance ruleset.

Chocodata’s developer surface includes authentication, changelog, CLI, documentation, API reference, getting-started guide, pricing, and 28 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

66.2/100 strong ▬ flat Agent 33/100 agent ready Front door AI 4/6 moderate Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemiumSelf serve⚡ Free to try

1 published contract 1 MCP Servers 3 Agent Skills

Web Scraping Data Extraction SERP E-Commerce Data social-media-data Proxy MCP Agent-Nativestructured-json

What this lets a business do 1

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Data & Reference Information Services

AE-230

AmazonApp StoreGoogle PlayReddit

GET /api/v1/amazon/product GET /api/v1/appstore/product GET /api/v1/googleplay/product GET /api/v1/reddit/post

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 66.2/100 · strong

Contract Quality 10.6 / 19

Developer Ergonomics 11.0 / 15

Access Clarity 12.6 / 15

Operational Transparency 8.0 / 10

Contract Governance 1.6 / 9

Discoverability 5.4 / 8

Regulatory Posture 3.7 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 33/100 · 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

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

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/.

Show this score on your site.

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Agent readiness — checks not met, largest first (exact, from this profile):

Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)
Documented Reversibility +6 pts — a reversal operation in the contract, graded up when a window is documented too

5 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 56.3 — up to +10.9 composite points
Contract Governance scores 18.2 — up to +9.8 composite points
Developer Ergonomics scores 73.2 — up to +5.4 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

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 the provider profile at artifacts.apis.io/chocodata/apis.yml: open an issue on github.com/api-evangelist/chocodata to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
Cisco DevNet Ecosystem (builders on Meraki, Catalyst, ISE, ThousandEyes, Splunk)	undeclared	-	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

Standards implemented 2

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

OpenAPI

measured — observed by APIs.io (published)

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

Local (stdio) MCP server requiring an API key; 12 tools listed.

MCP SERVER

Agent Skills 3

Packaged agent skills for driving this provider's APIs from an AI assistant.

chocodata-batch-scraping

AGENT SKILL

chocodata-scrape-product

AGENT SKILL

chocodata-universal-scrape

AGENT SKILL

Chocodata API pricing

Prices published by Chocodata, read 2026-10-28 from chocodata.com/pricing.

Plan	Price
Free	$0 Includes: 1,000 requests (5,000 credits), one-time; 10 concurrent requests; all 237 targets
Vibe	$19/ month Includes: 27,000 requests / month (135,000 credits); 30 concurrent requests
Pro	$49/ month Includes: 82,000 requests / month (410,000 credits); 50 concurrent requests
Custom	$100 -$2k/ month Includes: 200k - 4M+ requests / month; 100-500+ concurrent requests
Pay-as-you-go top-up	$0.90/ 1,000 successful requests Includes: Available on every plan including Free

Plan details, limits and sources →

Rate limits

: 2 rps sustained sustained, short averaging window
: 10 rps sustained sustained, short averaging window
: 25 rps sustained sustained, short averaging window

All 4 limits →

Billed by: 1,000 successful requests · FinOps profile →

Pricing Plans 2

Published pricing tiers and plan structures.

Chocodata Plans Pricing

5 plans

PLANS

Chocodata Price Estimates

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Chocodata Rate Limits

4 limits

RATE LIMITS

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

Chocodata

SLA

FinOps 1

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

Chocodata Finops

FINOPS

Event Specifications 1

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

Chocodata Webhooks

ASYNCAPI

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Chocodata API Rules

55 rules · 52 errors 2 warnings 1 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Chocodata Openapi Overlay

5 actions · update · chocodata-openapi.json

DERIVED

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 2

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

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
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  gated: none
  gated_source:
  - onboarding
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  - rate-limits
  - security
  generated: '2026-11-06'
  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: CapabilityMap
  url: capabilities/chocodata-capability-edges.yml
  name: Chocodata Business Capability Map
- 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

Chocodata API — frequently asked questions

Does Chocodata have an API?

Yes. APIs.io lists 7 APIs from Chocodata, including Chocodata Amazon API, Chocodata Chocodata API and Chocodata Reddit API, and 4 more.

Is there an OpenAPI specification for the Chocodata API?

Yes. APIs.io indexes 7 OpenAPI specifications for Chocodata, each linked for download from this page.

How do I authenticate with the Chocodata API?

Chocodata uses bearer-token authentication (apiKey · 1 scheme). The details are profiled on APIs.io as Chocodata Authentication.

How much does the Chocodata API cost?

Chocodata publishes its prices; its Free plan is $0 as of 2026-10-28. APIs.io lists 5 pricing plans for Chocodata, with each plan's price, limits and inclusions under Pricing on this page.

Does Chocodata have an MCP server?

Yes. APIs.io lists 1 MCP server for Chocodata: Local (stdio) MCP server requiring an API key; 12 tools listed.

Is the Chocodata API ready for AI agents?

Chocodata has a Kin Score of 66.2 out of 100 (strong) and an Agent Readiness score of 32.8 (agent-ready), scored by API Evangelist on 2026-11-06.

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