FrunkLab

FrunkLab is an AI‑powered Tesla wrap design studio that lets users create custom Paint Shop wraps for all Tesla models, including Model 3, Model Y, Model S, Model X and Cybertruck. The web‑based tool offers 3D preview, AI‑generated designs, and the ability to upload PNGs from the Tesla app or USB. It also provides an MCP server that integrates with AI assistants such as Claude, ChatGPT, Grok, Cursor and Claude Code, enabling chat‑driven design workflows. Contact is hello@frunklab.com.

FrunkLab is listed with 1 API on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Tesla, WrapDesign, and MCP.

FrunkLab’s developer surface includes changelog, pricing, documentation, engineering blog, getting-started guide, and 17 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

31.3/100 thin Agent 19/100 agent aware Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

AccessFreemium

1 API

Company Artificial Intelligence TeslaWrapDesignMCP

Kin Score

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

Composite quality — 31.3/100 · thin

Contract Quality 0.0 / 21

Developer Ergonomics 4.0 / 17

Access Clarity 10.5 / 17

Operational Transparency 2.6 / 11

Contract Governance 1.9 / 10

Discoverability 5.9 / 9

Regulatory Posture 4.2 / 15

Agent readiness — 19/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 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 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 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 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/.

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

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document Ask about this →
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship Ask about this →
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author Ask about this →
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) Ask about this →
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes Ask about this →
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0 Ask about this →

9 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 0.0 — up to +25.0 composite points Ask about this →
Developer Ergonomics scores 23.8 — up to +15.2 composite points Ask about this →
Operational Transparency scores 23.8 — up to +9.9 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/frunklab-com/apis.yml: open an issue on github.com/api-evangelist/frunklab-com 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 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.

OAuth 2.0 Protected Resource Metadata

measured — observed by APIs.io (verified)

Dynamic Client Registration

measured — observed by APIs.io (published)

APIs 1

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

FrunkLab API

FrunkLab provides an AI‑powered wrap design service with an MCP integration. Documentation is available at the Guides page.

FrunkLab API pricing

Prices published by FrunkLab, read 2026-11-09 from www.frunklab.com/pricing.

Plan	Price
Free account	$0
10 AI wraps pack	$4.99
45 AI wraps pack	$9.99
95 AI wraps pack	$19.99

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

FrunkLab Plans Pricing

4 plans

PLANS

Security Posture 2

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

FrunkLab Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

FrunkLab Vulnerability Disclosure

security.txt · contact published

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

Login

GettingStarted

GettingStarted

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

WellKnown

WellKnown

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Conformance

Conformance

Access & Security 5

Authentication, authorization, and security posture

Security

Security

SecurityTxt

SecurityTxt

SecurityTxt

SecurityTxt

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Operate 2

Status, limits, changes, and where to get help

ChangeLog

ChangeLog

ChangeLog

ChangeLog

Commercial 4

Pricing, plans, and the legal terms of use

Plans

TermsOfService

PrivacyPolicy

Pricing

Company 3

The organization behind the API

Newsroom

Newsroom

Blog

Blog

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: frunklab-com
name: FrunkLab
accessModel:
  pricing: freemium
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Freemium
  confidence: low
  probe_state: unreadable
  source:
  - plans
  - security
  generated: '2026-11-13'
  method: derived
image: https://www.frunklab.com/og-default-v6.png
description: FrunkLab is an AI‑powered Tesla wrap design studio that lets users create custom Paint Shop wraps for all Tesla
  models, including Model 3, Model Y, Model S, Model X and Cybertruck. The web‑based tool offers 3D preview, AI‑generated
  designs, and the ability to upload PNGs from the Tesla app or USB. It also provides an MCP server that integrates with AI
  assistants such as Claude, ChatGPT, Grok, Cursor and Claude Code, enabling chat‑driven design workflows. Contact is hello@frunklab.com.
url: https://artifacts.apis.io/frunklab-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-09 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-08'
modified: '2026-11-08'
tags:
- Company
- Artificial Intelligence
- Tesla
- WrapDesign
- MCP
tags_raw:
- Company
- AI
- Tesla
- WrapDesign
- MCP
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/frunklab-com-plans-pricing.yml
- type: ChangeLog
  url: changelog/frunklab-com-changelog.yml
- type: Security
  url: security/frunklab-com-vulnerability-disclosure.yml
- type: Conformance
  url: conformance/frunklab-com-conformance.yml
- type: LLMsTxt
  url: llms/frunklab-com-llms.txt
- type: SecurityTxt
  url: well-known/frunklab-com-security.txt
- type: SecurityTxt
  url: well-known/frunklab-com-frunklab-security.txt
- type: WellKnown
  url: well-known/frunklab-com-well-known.yml
- type: Hosts
  url: hosts/frunklab-com-hosts.yml
- type: Vendors
  url: vendors/frunklab-com-vendors.yml
- type: TermsOfService
  url: https://www.frunklab.com/terms
- type: PrivacyPolicy
  url: https://www.frunklab.com/privacy
- type: Pricing
  url: https://www.frunklab.com/pricing
- type: Newsroom
  url: https://www.frunklab.com/news
- type: Login
  url: https://www.frunklab.com/login
- type: Documentation
  url: https://www.frunklab.com/guides
- type: ChangeLog
  url: https://www.frunklab.com/changelog
- type: Blog
  url: https://www.frunklab.com/blog
- type: GettingStarted
  url: https://www.frunklab.com/guides/new-tesla-owner-paint-shop-setup
- type: VulnerabilityDisclosure
  url: security/frunklab-com-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/frunklab-com-domain-security.yml
- type: Website
  url: https://frunklab.com/
apis:
- name: FrunkLab API
  description: FrunkLab provides an AI‑powered wrap design service with an MCP integration. Documentation is available at
    the Guides page.
  humanURL: https://www.frunklab.com/guides
  aid: frunklab-com:frunklab-api
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: Documentation pages exist but no OpenAPI, AsyncAPI, GraphQL, gRPC, or WSDL contracts were found.
  evidence:
  - url: https://www.frunklab.com/guides
    status: 200
  checked: '2026-11-09'
x-enrichment:
  date: '2026-11-09'
  status: enriched
  artifacts_added: 21
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

FrunkLab API — frequently asked questions

Does FrunkLab have an API?

Yes. APIs.io lists 1 API from FrunkLab, including FrunkLab API.

How much does the FrunkLab API cost?

FrunkLab publishes its prices; its Free account plan is $0 as of 2026-11-09. APIs.io lists 4 pricing plans for FrunkLab, with each plan's price, limits and inclusions under Pricing on this page.

Is the FrunkLab API ready for AI agents?

FrunkLab has a Kin Score of 31.3 out of 100 (thin) and an Agent Readiness score of 18.7 (agent-aware), 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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