VIPThink

VIPThink (豌豆思维) is a Chinese online education company operated by Guangdong Happy Seeds Technology Co., Ltd. (广东快乐种子科技有限公司), delivering small-class live-streaming courses in mathematical thinking and logic for young children (roughly ages 3-8). It is part of a family of consumer education brands that also includes Hualala drawing classes (画啦啦), Wandou speech training (豌豆口才), Gubi early-learning (咕比启蒙), and Little Lighthouse (小灯塔). The company was surfaced as a portfolio company of SoftBank Vision Fund and added to the API Evangelist network. As of this enrichment pass, VIPThink operates only consumer-facing web and mobile learning products and publishes no public developer portal, API documentation, SDKs, or machine-readable API surface.

VIPThink is profiled on the APIs.io network. Tagged areas include Company, EdTech, Education, Online Learning, and Mathematics.

🌐 Visit website 📡 Source on GitHub

2.5/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

0 APIs

Company EdTech Education Online Learning Mathematics Early Childhood Education China Consumer

Kin Score

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

Composite quality — 2.5/100 · minimal

Contract Quality 0.0 / 21

Developer Ergonomics 0.0 / 17

Access Clarity 0.0 / 17

Operational Transparency 0.0 / 11

Contract Governance 0.0 / 10

Discoverability 4.3 / 9

Regulatory Posture 1.7 / 15

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 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

Regulatory Posture applies to this provider. Its tags matched the Education & Research 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 could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% 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/vipthink: 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 →

Security Posture 1

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

Vipthink Domain Security

TLSv1.2

SECURITY

Resources

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Company 1

The organization behind the API

Website

Website

Source (apis.yml)

aid: vipthink
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: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/vipthink.png
name: VIPThink
description: VIPThink (豌豆思维) is a Chinese online education company operated by Guangdong Happy Seeds Technology Co., Ltd.
  (广东快乐种子科技有限公司), delivering small-class live-streaming courses in mathematical thinking and logic for young children (roughly
  ages 3-8). It is part of a family of consumer education brands that also includes Hualala drawing classes (画啦啦), Wandou
  speech training (豌豆口才), Gubi early-learning (咕比启蒙), and Little Lighthouse (小灯塔). The company was surfaced as a portfolio
  company of SoftBank Vision Fund and added to the API Evangelist network. As of this enrichment pass, VIPThink operates only
  consumer-facing web and mobile learning products and publishes no public developer portal, API documentation, SDKs, or machine-readable
  API surface.
url: https://raw.githubusercontent.com/api-evangelist/vipthink/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- softbank-vision-fund
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-21'
tags:
- Company
- EdTech
- Education
- Online Learning
- Mathematics
- Early Childhood Education
- China
- Consumer
tags_raw:
- Company
- Edtech
- Education
- Online Learning
- Mathematics
- Early Childhood Education
- China
- Consumer
apis: []
common:
- type: DomainSecurity
  url: security/vipthink-domain-security.yml
- type: Website
  url: https://vipthink.net
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-21'
  status: minimal
  artifacts_added: 1
  pass: local-v1

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/vipthink"

All providers

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

Every operation they expose

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

How their score was established

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