Merlyn Mind

Merlyn Mind is a New York-based deep-tech generative AI company, founded in 2018, that builds domain-specific AI for K-12 education. Its products are Merlyn Origin, a software AI assistant that runs on a teacher's classroom computer, and Merlyn Display, the same assistant embedded in interactive flat panels from partners such as Promethean and Newline. The company trained its own education-specific large language models and published several of them openly on Hugging Face (merlyn-education-safety, merlyn-education-corpus-qa, merlyn-education-teacher-assistant), and runs an AI Labs research group that publishes at NeurIPS and other conferences. Merlyn integrates with classroom tooling including the Canvas LMS. Merlyn Mind was acquired by Mynd.ai, Inc. (NYSE American, MYND), the parent of Promethean, in a deal completed 9 September 2025, and continues to operate under the merlyn.org brand with offices in New York, Irvine and Bangalore. Merlyn Mind publishes no public developer program: there is no developer portal, no API reference, no SDK and no machine-readable contract.

Merlyn Mind is profiled on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Education, EdTech, and K-12.

Merlyn Mind’s developer surface includes engineering blog, support, developer console, and 13 more developer resources.

🌐 Visit website 📡 Source on GitHub

23.9/100 emerging ▬ flat Agent 5/100 agent aware Front door AI 6/6 dominant saas Full breakdown ↓
scored 2026-09-20 · rubric v0.22.0

0 APIs

Company Artificial Intelligence Education EdTech K-12 LLM Voice AssistantClassroom TechnologyMachine-Learning Responsible AI

Kin Score

Kin Score How this is scored →
scored 2026-09-20 · rubric v0.22.0

Composite quality — 23.9/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 1.2 / 17

Access Clarity 7.4 / 17

Operational Transparency 1.5 / 11

Contract Governance 1.9 / 10

Discoverability 4.9 / 9

Regulatory Posture 8.3 / 15

Agent readiness — 5/100 · agent aware

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 7 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 4 / 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/merlyn-mind: 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 →

Pricing Plans 1

Published pricing tiers and plan structures.

Merlyn Mind Plans Pricing

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Merlyn Mind Rate Limits

0 limits

RATE LIMITS

Security Posture 3

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

Merlyn Mind Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Merlyn Mind Vulnerability Disclosure

Hackerone

SECURITY

Merlyn Mind Trust Center

SOC 2, SOC 3

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

Login

Console

Console

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

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 5

Authentication, authorization, and security posture

Security

Security

VulnerabilityDisclosure

VulnerabilityDisclosure

Compliance

Compliance

TrustCenter

TrustCenter

DomainSecurity

DomainSecurity

Operate 2

Status, limits, changes, and where to get help

Support

Support

HelpCenter

HelpCenter

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Source (apis.yml)

aid: merlyn-mind
name: Merlyn Mind
description: 'Merlyn Mind is a New York-based deep-tech generative AI company, founded in 2018, that builds domain-specific
  AI for K-12 education. Its products are Merlyn Origin, a software AI assistant that runs on a teacher''s classroom computer,
  and Merlyn Display, the same assistant embedded in interactive flat panels from partners such as Promethean and Newline.
  The company trained its own education-specific large language models and published several of them openly on Hugging Face
  (merlyn-education-safety, merlyn-education-corpus-qa, merlyn-education-teacher-assistant), and runs an AI Labs research
  group that publishes at NeurIPS and other conferences. Merlyn integrates with classroom tooling including the Canvas LMS.
  Merlyn Mind was acquired by Mynd.ai, Inc. (NYSE American, MYND), the parent of Promethean, in a deal completed 9 September
  2025, and continues to operate under the merlyn.org brand with offices in New York, Irvine and Bangalore. Merlyn Mind publishes
  no public developer program: there is no developer portal, no API reference, no SDK and no machine-readable contract.'
url: https://raw.githubusercontent.com/api-evangelist/merlyn-mind/refs/heads/main/apis.yml
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - rate-limits
  - security
  generated: '2026-09-02'
  method: derived
image: https://cdn.prod.website-files.com/653ff772c8cabb196596168a/653ff772c8cabb196596191e_merlynorg.svg
x-type: company
x-source: harvest:secondary-market
x-parent-company: Mynd.ai, Inc. (NYSE American, MYND) — acquisition completed 2025-09-09
specificationVersion: '0.20'
created: '2026-08-25'
modified: '2026-08-25'
tags:
- Company
- Artificial Intelligence
- Education
- EdTech
- K-12
- LLM
- Voice Assistant
- Classroom Technology
- Machine-Learning
- Responsible AI
tags_raw:
- Company
- Artificial Intelligence
- Education
- EdTech
- K-12
- Large Language Models
- Voice Assistant
- Classroom Technology
- Machine Learning
- Responsible AI
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Security
  url: security/merlyn-mind-vulnerability-disclosure.yml
- type: VulnerabilityDisclosure
  url: security/merlyn-mind-vulnerability-disclosure.yml
- type: Conformance
  url: conformance/merlyn-mind-conformance.yml
- type: Compliance
  url: security/merlyn-mind-trust-center.yml
- type: LLMsTxt
  url: llms/merlyn-mind-llms.txt
- type: TrustCenter
  url: security/merlyn-mind-trust-center.yml
- type: DomainSecurity
  url: security/merlyn-mind-domain-security.yml
- type: Website
  url: https://www.merlyn.org/
- type: Blog
  url: https://www.merlyn.org/blogs
- type: Support
  url: https://www.merlyn.org/support
- type: HelpCenter
  url: https://merlynorigin.zendesk.com/hc/en-us
- type: Login
  url: https://portal.merlyn.org/
- type: Console
  url: https://manage.merlyn.org/
- type: TermsOfService
  url: https://www.merlyn.org/terms-conditions
- type: PrivacyPolicy
  url: https://www.merlyn.org/privacy-policy
- type: GitHubOrganization
  url: https://github.com/MerlynMind
x-enrichment:
  date: '2026-08-25'
  status: minimal
  artifacts_added: 8
  pass: local-v1
x-coverage:
  state: none
  reason: no-developer-program
  detail: Merlyn Mind sells Merlyn Origin and Merlyn Display as finished classroom products and runs no developer program
    at all — its 97-URL sitemap contains no developer, docs or API page, and developer/docs/api.merlyn.org do not resolve;
    the only REST API it operates, web.rest-api.merlyn.org, is an undocumented AWS API Gateway backing its own console and
    teacher portal that answers every anonymous request with 403 "Missing Authentication Token".
  evidence:
  - url: https://www.merlyn.org/sitemap.xml
    status: 200
  - url: https://web.rest-api.merlyn.org/openapi.json
    status: 403
  - url: https://www.merlyn.org/llms.txt
    status: 404
  - url: https://www.merlyn.org/.well-known/api-catalog
    status: 404
  checked: '2026-08-25'

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