AmazingTalker

AmazingTalker is an online tutoring marketplace, founded in 2016 and headquartered in Taipei, that connects students with vetted professional tutors for personalized 1-on-1 lessons in more than 60 languages plus academic, music, and lifestyle subjects. Learners browse tutor profiles, compare pricing and ratings, book trial and formal lessons on a flexible pay-as-you-go basis, and meet over Zoom. AmazingTalker publicly exposes a ChatGPT-plugin OpenAPI (findTeachers) that returns bookable tutors for a subject with price, learning-need, auxiliary-language, and location filters.

AmazingTalker publishes 1 API contract indexed on the APIs.io network: Pages API. Tagged areas include Company, Education, Tutoring, Language Learning, and Marketplace.

The AmazingTalker catalog on APIs.io includes 1 Spectral governance ruleset.

AmazingTalker’s developer surface includes authentication, engineering blog, and 11 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

34.9/100 thin ▬ flat Agent 18/100 agent aware Front door AI 2/6 trace Heartbeat 56/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 published contract 1 Agent Skills

Company Education Tutoring Language Learning Marketplace EdTech Chat Gpt Plugin

Kin Score

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

Composite quality — 34.9/100 · thin

Contract Quality 8.8 / 21

Developer Ergonomics 2.7 / 17

Access Clarity 9.7 / 17

Operational Transparency 0.3 / 11

Contract Governance 1.9 / 10

Discoverability 5.5 / 9

Regulatory Posture 3.7 / 15

Agent readiness — 18/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 6 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 9 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 4 / 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 0 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

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 does not apply to this provider. The published contracts declare no write operations, and a read-only API cannot create-or-update. The facet is excluded from this provider's denominator entirely — not scored zero. A reference or data API is not deficient for being unable to upsert.

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/.

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

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link

8 more unmet checks in the Agent Readiness table above.

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

Developer Ergonomics scores 16.1 — up to +16.8 composite points
Contract Quality scores 41.5 — up to +14.6 composite points
Operational Transparency scores 2.6 — up to +12.7 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/amazingtalker/apis.yml: open an issue on github.com/api-evangelist/amazingtalker 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 →

Standards implemented 1

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.

OpenAPI

measured — observed by APIs.io (published)

APIs 1

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

AmazingTalker Pages API

The Pages API from AmazingTalker — 1 operation(s) for pages.

Open Collections 1

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

Find tutors plugin Pages API

OPEN COLLECTION

Agent Skills 1

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

Find AmazingTalker tutors

AGENT SKILL

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

AmazingTalker API Rules

35 rules · 33 errors 1 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.

Amazingtalker Find Tutors Overlay

3 actions · documentation · amazingtalker-find-tutors-openapi.yml

DERIVED

Security Posture 2

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

Amazingtalker Authentication

none · 0 schemes

SECURITY

Amazingtalker Domain Security

TLSv1.3

SECURITY

Resources

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

WellKnown

WellKnown

X-MCPServerCandidate

X-MCPServerCandidate

LLMsTxt

LLMsTxt

AgentSkill

AgentSkill

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Conformance

Conformance

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Blog

Blog

Website

Website

Other 1

Properties that don't map to a standard resource type

Overlay

Overlay

Source (apis.yml)

aid: amazingtalker
name: AmazingTalker
description: AmazingTalker is an online tutoring marketplace, founded in 2016 and headquartered in Taipei, that connects students
  with vetted professional tutors for personalized 1-on-1 lessons in more than 60 languages plus academic, music, and lifestyle
  subjects. Learners browse tutor profiles, compare pricing and ratings, book trial and formal lessons on a flexible pay-as-you-go
  basis, and meet over Zoom. AmazingTalker publicly exposes a ChatGPT-plugin OpenAPI (findTeachers) that returns bookable
  tutors for a subject with price, learning-need, auxiliary-language, and location filters.
url: https://raw.githubusercontent.com/api-evangelist/amazingtalker/refs/heads/main/apis.yml
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: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://en.amazingtalker.com/.well-known/logo.png
x-type: company
x-source: vc-portfolio
x-backed-by:
- 500-global
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-17'
tags:
- Company
- Education
- Tutoring
- Language Learning
- Marketplace
- EdTech
- Chat Gpt Plugin
tags_raw:
- Company
- Education
- Tutoring
- Language Learning
- Marketplace
- EdTech
- ChatGPT Plugin
apis:
- aid: amazingtalker:amazingtalker-pages-api
  name: AmazingTalker Pages API
  description: The Pages API from AmazingTalker — 1 operation(s) for pages.
  humanURL: https://en.amazingtalker.com/
  tags:
  - Pages
  properties:
  - type: OpenAPI
    url: openapi/amazingtalker-pages-api-openapi.yml
  - type: DataModel
    url: data-model/amazingtalker-data-model.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Overlay
  url: overlays/amazingtalker-find-tutors-overlay.yaml
- type: WellKnown
  url: well-known/amazingtalker-well-known.yml
- type: X-MCPServerCandidate
  url: mcp/amazingtalker-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: LLMsTxt
  url: llms/amazingtalker-llms.txt
- type: Authentication
  url: authentication/amazingtalker-authentication.yml
- type: Conformance
  url: conformance/amazingtalker-conformance.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DomainSecurity
  url: security/amazingtalker-domain-security.yml
- type: GitHubOrganization
  url: https://github.com/AmazingTalker
- type: Blog
  url: https://en.amazingtalker.com/blog
- type: TermsOfService
  url: https://en.amazingtalker.com/privacy-and-terms
- type: PrivacyPolicy
  url: https://en.amazingtalker.com/privacy-and-terms
- type: Website
  url: https://en.amazingtalker.com
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

AmazingTalker API — frequently asked questions

Does AmazingTalker have an API?

Yes. APIs.io lists 1 API from AmazingTalker, including AmazingTalker Pages API.

Is there an OpenAPI specification for the AmazingTalker API?

Yes. APIs.io indexes 1 OpenAPI specification for AmazingTalker, each linked for download from this page.

How do I authenticate with the AmazingTalker API?

AmazingTalker uses bearer-token authentication (none · 0 schemes). The details are profiled on APIs.io as Amazingtalker Authentication.

Is the AmazingTalker API ready for AI agents?

AmazingTalker has a Kin Score of 34.9 out of 100 (thin) and an Agent Readiness score of 18.2 (agent-aware), scored by API Evangelist on 2026-11-06.

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