Cuddler

Cuddler (cuddler.ai, "Living Stories") is an AI interactive storytelling platform: users watch and play AI-made story series and short dramas with branching choices, read serialized webtoons, chat with AI characters, and make their own short films in Cuddler Video Studio, paid for in credits under Cuddler+ membership plans. Cuddler MCP connects Video Studio and a user's characters to ChatGPT, Claude, Cursor, Claude Code, Codex and Gemini CLI. For developers, the separate Cuddler Platform API (platform.cuddler.ai, base URL https://api.cuddler.ai/v1) puts video, image, speech and music models such as Seedance, Kling, Veo and Seedream behind one organization key, with async jobs, webhooks and per-organization billing in US dollars. Official packages are published on npm and PyPI, plus n8n and ComfyUI integrations.

Cuddler publishes 3 API contracts indexed on the APIs.io network, including Platform API, Platform Ark API, and 1 more. Tagged areas include Company, Artificial Intelligence, Video Generation, Image Generation, and Interactive Storytelling.

The Cuddler catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

Cuddler’s developer surface includes CLI, changelog, authentication, documentation, API reference, getting-started guide, pricing, and 47 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

59.8/100 strong Agent 57/100 agent native Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

AccessEnterprise

1 published contract 2 MCP Servers 12 Agent Skills

Company Artificial Intelligence Video Generation Image Generation Interactive Storytelling Generative Media MCP

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 59.8/100 · strong

Contract Quality 11.4 / 19

Developer Ergonomics 12.1 / 15

Access Clarity 8.6 / 15

Operational Transparency 6.0 / 10

Contract Governance 2.0 / 9

Discoverability 5.4 / 8

Regulatory Posture 2.6 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 57/100 · agent native

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 9 / 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 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 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 AI & Biometrics 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/.

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

A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0 Ask about this →
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link Ask about this →
Documented Reversibility +6 pts — a reversal operation in the contract, graded up when a window is documented too Ask about this →
Agentic Commerce Well-Known Document +5 pts — a parsing /.well-known/ucp.json or acp.json declaring a version and at least one service, OR (0.27) a live x402 payment challenge from _data/x402-adoption.json — `self` when its endpoints are on the provider's own domain, `platform` when they are on a vendor's Ask about this →
Dry-Run / Simulate Mode +4 pts — OpenAPI: destructive operations expose a dry_run / simulate / preview / validate_only parameter Ask about this →
Well-Known Catalog +4 pts — common[].type includes WellKnown, APICatalog, or api-catalog Ask about this →

1 more unmet check in the Agent Readiness table above.

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

Contract Quality scores 60.8 — up to +9.8 composite points Ask about this →
Contract Governance scores 22.0 — up to +9.4 composite points Ask about this →
Access Clarity scores 57.4 — up to +8.5 composite points Ask about this →

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.

Not sure how this applies to your stack? Ask about any one item. Kin Lane reads every question, looks at your profile and your situation, and replies with what a fix would take — scoped to that one area, priced up front, yours whether you ship it or not. Ask a question →

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/cuddler-ai/apis.yml: open an issue on github.com/api-evangelist/cuddler-ai 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 4

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)

OAuth 2.0 Protected Resource Metadata

measured — observed by APIs.io (verified)

Dynamic Client Registration

measured — observed by APIs.io (published)

OpenAPI

measured — observed by APIs.io (published)

APIs 3

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

Cuddler MCP

Consumer Cuddler MCP server connecting Cuddler Video Studio and a user's characters to ChatGPT, Claude, Cursor, Claude Code, Codex and Gemini CLI, spending the same credits as t...

Cuddler Platform API

The platform-api API from Cuddler — 36 operation(s) for platform-api.

Cuddler Platform Ark API

The platform-ark API from Cuddler — 2 operation(s) for platform-ark.

MCP Servers 2

Model Context Protocol servers that expose these APIs to AI agents.

Cuddler MCP Server

MCP SERVER

Cuddler MCP Server

MCP SERVER

Agent Skills 12

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

check-balance

AGENT SKILL

cuddler-ai-check-spend

AGENT SKILL

cuddler-ai-create-a-video

AGENT SKILL

cuddler-ai-create-an-image

AGENT SKILL

create-image

AGENT SKILL

create-music

AGENT SKILL

create-speech

AGENT SKILL

create-video

AGENT SKILL

cuddler-ai-generate-music

AGENT SKILL

cuddler-ai-generate-speech

AGENT SKILL

portrait-authorization

AGENT SKILL

cuddler-ai-upload-a-reference

AGENT SKILL

Scroll for all 12

Cuddler API pricing

Prices published by Cuddler.

Plan	Price
Self-serve organization (prepaid balance)	5.5% card processing fee
Partner / dedicated capacity	takes up to 30% off every model on sale for its term

Plan details, limits and sources →

Rate limits

Writes per API key: 60 per minute
Reads per API key: 300 per minute
Content checks per organization: 120 per 5 minutes

All 9 limits →

Pricing Plans 1

Published pricing tiers and plan structures.

Cuddler Plans Pricing

2 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Cuddler Rate Limits

9 limits

RATE LIMITS

Terms of Service 1

What its API terms permit and prohibit, quoted from its own page.

Cuddler

18 quoted statements, read from Cuddler's own page on 2026-11-09.

TERMS

Privacy & Data 1

Its role, the data it processes, retention and transfers, quoted from its own privacy page.

Cuddler

22 quoted statements, read from Cuddler's own page on 2026-11-09.

PRIVACY

Eligibility 1

Who may sign up and where, quoted from its own terms.

Cuddler

5 quoted statements, read from Cuddler's own page on 2026-11-09.

ELIGIBILITY

AI Preferences 1

Its stance on AI training, inference and agents, quoted from its own pages.

Cuddler

3 quoted statements, read from Cuddler's own page on 2026-11-09.

AI PREFS

Data License 1

How its data and outputs may be reused, quoted from its own terms.

Cuddler

2 quoted statements, read from Cuddler's own page on 2026-11-09.

LICENSE

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Cuddler Ai Context

5 classes · 23 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs. Counts are the severity each rule declares, not results of running them.

Cuddler API Rules

50 rules · 41 error-severity 8 warn-severity 1 info-severity

SPECTRAL

OpenAPI Overlays 2

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.

Cuddler Openapi Overlay

24 actions · update · cuddler-ai-openapi.yml

DERIVED

Cuddler Operationids Overlay

45 actions · documentation · cuddler-ai-openapi.yml

DERIVED

JSON Schema 4

Standalone JSON Schema definitions for this provider's data models.

PlatformArkCreateRequest

14 properties

JSON SCHEMA

PlatformArkCreateResponse

1 properties

JSON SCHEMA

PlatformArkTaskList

2 properties

JSON SCHEMA

PlatformArkTask

12 properties

JSON SCHEMA

Security Posture 2

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

Cuddler Authentication

http · 1 scheme

SECURITY

Cuddler Domain Security

TLSv1.3 · DMARC

SECURITY

Agentic Access (API Evangelist recommendations) 1

Recommended x-agentic-access execution contracts for AI agents.

Cuddler Agentic Access

45 operations · 21 acting · 2 human-in-the-loop

45 operations · 21 acting

AGENTIC

Resources

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

Console

Console

Documentation 4

Reference material describing how the API behaves

Documentation

Documentation

APIReference

AIPreferences

Agent Surfaces 9

MCP servers, agent skills, and machine-readable catalogs

MCPServer

AgenticAccess

AgentSkill

LLMsTxt

LLMsTxt

LLMsTxt

WellKnown

LLMsTxt

LLMsTxt

Scroll for all 9

Design & Contract 9

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

Idempotency

Conventions

Lifecycle

ErrorCatalog

Conformance

Scroll for all 9

Build 6

SDKs, sample code, and the tooling you integrate with

CLI

ToolCrosswalk

IntegrationEdges

SDKs

Packages

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 6

Status, limits, changes, and where to get help

RateLimits

ChangeLog

Deprecation

ChangeLog

ChangeLog

Support

Commercial 8

Pricing, plans, and the legal terms of use

Plans

Pricing

Pricing

TermsOfService

TermsOfService

PrivacyPolicy

UsageTerms

DataLicense

Scroll for all 8

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 5

Properties that don't map to a standard resource type

Overlay

Hosts

Vendors

DataProcessing

Eligibility

Source (apis.yml)

aid: cuddler-ai
name: Cuddler
description: 'Cuddler (cuddler.ai, "Living Stories") is an AI interactive storytelling platform: users watch and play AI-made
  story series and short dramas with branching choices, read serialized webtoons, chat with AI characters, and make their
  own short films in Cuddler Video Studio, paid for in credits under Cuddler+ membership plans. Cuddler MCP connects Video
  Studio and a user''s characters to ChatGPT, Claude, Cursor, Claude Code, Codex and Gemini CLI. For developers, the separate
  Cuddler Platform API (platform.cuddler.ai, base URL https://api.cuddler.ai/v1) puts video, image, speech and music models
  such as Seedance, Kling, Veo and Seedream behind one organization key, with async jobs, webhooks and per-organization billing
  in US dollars. Official packages are published on npm and PyPI, plus n8n and ComfyUI integrations.'
url: https://artifacts.apis.io/cuddler-ai/apis.yml
accessModel:
  pricing: enterprise
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Enterprise
  confidence: high
  probe_state: covered
  source:
  - plans
  - authentication
  - rate-limits
  - security
  - sandbox
  generated: '2026-11-13'
  method: derived
image: https://cuddler.ai/icon-512.png
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-04 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-04'
modified: '2026-11-04'
tags:
- Company
- Artificial Intelligence
- Video Generation
- Image Generation
- Interactive Storytelling
- Generative Media
- MCP
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: MCPServer
  url: https://api.cuddler.ai/v1/mcp
- type: AgenticAccess
  url: agentic-access/cuddler-ai-agentic-access.yml
- type: RateLimits
  url: rate-limits/cuddler-ai-rate-limits.yml
- type: Plans
  url: plans/cuddler-ai-plans-pricing.yml
- type: Spectral
  url: rules/cuddler-ai-rules.yml
- type: JSONLD
  url: json-ld/cuddler-ai-context.jsonld
- type: Vocabulary
  url: vocabulary/cuddler-ai-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DataModel
  url: data-model/cuddler-ai-data-model.yml
- type: CLI
  url: cli/cuddler-ai-cli.yml
- type: ChangeLog
  url: changelog/cuddler-ai-changelog.yml
- type: Idempotency
  url: conventions/cuddler-ai-conventions.yml
- type: Conventions
  url: conventions/cuddler-ai-conventions.yml
- type: Deprecation
  url: https://platform.cuddler.ai/docs/errors
- type: Lifecycle
  url: lifecycle/cuddler-ai-lifecycle.yml
- type: ErrorCatalog
  url: errors/cuddler-ai-problem-types.yml
- type: Conformance
  url: conformance/cuddler-ai-conformance.yml
- type: Overlay
  url: overlays/cuddler-ai-openapi-overlay.yaml
- type: LLMsTxt
  url: llms/cuddler-ai-site-llms.txt
- type: LLMsTxt
  url: llms/cuddler-ai-llms.txt
- type: LLMsTxt
  url: llms/cuddler-ai-api-llms.txt
- type: ToolCrosswalk
  url: mcp/cuddler-ai-tool-crosswalk.yml
- type: WellKnown
  url: well-known/cuddler-ai-well-known.yml
- type: Hosts
  url: hosts/cuddler-ai-hosts.yml
- type: IntegrationEdges
  url: integrations/cuddler-ai-integration-edges.yml
- type: Vendors
  url: vendors/cuddler-ai-vendors.yml
- type: SDKs
  url: packages/cuddler-ai-packages.yml
- type: Packages
  url: packages/cuddler-ai-packages.yml
- type: Authentication
  url: authentication/cuddler-ai-authentication.yml
- type: DomainSecurity
  url: security/cuddler-ai-domain-security.yml
- type: Website
  url: https://cuddler.ai/
- type: DeveloperPortal
  url: https://platform.cuddler.ai/
- type: Documentation
  url: https://platform.cuddler.ai/docs
- type: Documentation
  url: https://cuddler.ai/docs
  description: Product help documentation for the Cuddler consumer app and Video Studio.
- type: APIReference
  url: https://platform.cuddler.ai/docs/api-reference
- type: GettingStarted
  url: https://platform.cuddler.ai/docs/quickstart
- type: Pricing
  url: https://platform.cuddler.ai/docs/pricing-and-billing
- type: Pricing
  url: https://cuddler.ai/membership
  description: Cuddler+ consumer membership plans.
- type: ChangeLog
  url: https://platform.cuddler.ai/docs/changelog
- type: ChangeLog
  url: https://cuddler.ai/changelog
  description: Consumer product "What's new" changelog.
- type: Console
  url: https://platform.cuddler.ai/console
- type: Support
  url: https://cuddler.ai/support
- type: Blog
  url: https://cuddler.ai/blog
- type: GitHubOrganization
  url: https://github.com/CuddlerAI
- type: TermsOfService
  url: https://cuddler.ai/terms
- type: TermsOfService
  url: https://platform.cuddler.ai/legal/api-terms
  description: Cuddler Platform API Terms.
- type: PrivacyPolicy
  url: https://cuddler.ai/privacy
- type: LLMsTxt
  url: https://cuddler.ai/llms.txt
- type: LLMsTxt
  url: https://platform.cuddler.ai/llms.txt
- type: UsageTerms
  url: terms/cuddler-ai-terms-of-service.yml
- type: DataProcessing
  url: privacy/cuddler-ai-privacy-policy.yml
- type: Eligibility
  url: eligibility/cuddler-ai-eligibility.yml
- type: AIPreferences
  url: ai-preferences/cuddler-ai-ai-preferences.yml
- type: DataLicense
  url: data-license/cuddler-ai-data-license.yml
apis:
- aid: cuddler-ai:cuddler-mcp
  name: Cuddler MCP
  description: Consumer Cuddler MCP server connecting Cuddler Video Studio and a user's characters to ChatGPT, Claude, Cursor,
    Claude Code, Codex and Gemini CLI, spending the same credits as the app. The endpoint answers 401 without an OAuth token
    (pre-flight probe).
  humanURL: https://cuddler.ai/mcp
  baseURL: https://mcp.cuddler.ai/mcp
  tags:
  - MCP
  properties:
  - type: MCPServer
    url: https://mcp.cuddler.ai/mcp
- aid: cuddler-ai:cuddler-ai-platform-api-api
  name: Cuddler Platform API
  description: The platform-api API from Cuddler — 36 operation(s) for platform-api.
  humanURL: https://platform.cuddler.ai/docs/api-reference
  baseURL: https://api.cuddler.ai
  tags:
  - Platform API
  tags_raw:
  - platform-api
  properties:
  - type: OpenAPI
    url: openapi/cuddler-ai-platform-api-api-openapi.yml
  - type: Documentation
    url: https://platform.cuddler.ai/docs
  - type: LLMsTxt
    url: https://api.cuddler.ai/v1/llms.txt
  - type: Webhooks
    url: https://platform.cuddler.ai/docs/webhooks
- aid: cuddler-ai:cuddler-ai-platform-ark-api
  name: Cuddler Platform Ark API
  description: The platform-ark API from Cuddler — 2 operation(s) for platform-ark.
  humanURL: https://platform.cuddler.ai/docs/api-reference
  baseURL: https://api.cuddler.ai
  tags:
  - platform-ark
  properties:
  - type: OpenAPI
    url: openapi/cuddler-ai-platform-ark-api-openapi.yml
  - type: Documentation
    url: https://platform.cuddler.ai/docs
  - type: LLMsTxt
    url: https://api.cuddler.ai/v1/llms.txt
  - type: Webhooks
    url: https://platform.cuddler.ai/docs/webhooks
  - type: JSONSchema
    url: json-schema/cuddler-ai-platform-ark-create-request-schema.json
  - type: JSONSchema
    url: json-schema/cuddler-ai-platform-ark-task-list-schema.json
  - type: JSONSchema
    url: json-schema/cuddler-ai-platform-ark-task-schema.json
  - type: JSONSchema
    url: json-schema/cuddler-ai-platform-ark-create-response-schema.json
x-coverage:
  state: covered
  reason: identity-verified
  detail: Name, description and pointers taken from cuddler.ai and platform.cuddler.ai pages and their llms.txt indexes, each
    fetched 2026-11-04 with a browser UA.
  evidence:
  - url: https://cuddler.ai/
    status: 200
  - url: https://platform.cuddler.ai/
    status: 200
  - url: https://platform.cuddler.ai/docs
    status: 200
  - url: https://platform.cuddler.ai/docs/api-reference
    status: 200
  - url: https://platform.cuddler.ai/docs/quickstart
    status: 200
  - url: https://platform.cuddler.ai/docs/pricing-and-billing
    status: 200
  - url: https://platform.cuddler.ai/docs/changelog
    status: 200
  - url: https://platform.cuddler.ai/console
    status: 307
  - url: https://platform.cuddler.ai/legal/api-terms
    status: 200
  - url: https://cuddler.ai/docs
    status: 200
  - url: https://cuddler.ai/membership
    status: 200
  - url: https://cuddler.ai/changelog
    status: 200
  - url: https://cuddler.ai/support
    status: 200
  - url: https://cuddler.ai/blog
    status: 200
  - url: https://cuddler.ai/terms
    status: 200
  - url: https://cuddler.ai/privacy
    status: 200
  - url: https://github.com/CuddlerAI
    status: 200
  - url: https://cuddler.ai/icon-512.png
    status: 200
x-enrichment:
  date: '2026-11-04'
  status: enriched
  artifacts_added: 58
  pass: modular-v1
  engine: identity=anthropic,contract=anthropic,surfaces=anthropic,docs=anthropic,regulatory=anthropic

Cuddler API — frequently asked questions

Does Cuddler have an API?

Yes. APIs.io lists 3 APIs from Cuddler, including Cuddler MCP, Cuddler Platform API and Cuddler Platform Ark API.

Is there an OpenAPI specification for the Cuddler API?

Yes. APIs.io indexes 2 OpenAPI specifications for Cuddler, each linked for download from this page.

How do I authenticate with the Cuddler API?

Cuddler documents its authentication (http · 1 scheme). The details are profiled on APIs.io as Cuddler Authentication.

How much does the Cuddler API cost?

Cuddler publishes its prices; its Self-serve organization (prepaid balance) plan is 5.5% card processing fee as of 2026-11-04. APIs.io lists 2 pricing plans for Cuddler, with each plan's price, limits and inclusions under Pricing on this page.

Does Cuddler have an MCP server?

Yes. APIs.io lists 2 MCP servers for Cuddler.

Is the Cuddler API ready for AI agents?

Cuddler has a Kin Score of 59.8 out of 100 (strong) and an Agent Readiness score of 57.1 (agent-native), scored by API Evangelist on 2026-11-13.

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

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