polopan-com

Polopan offers a free AI-powered personal stylist platform that curates a discovery-first fashion experience. Leveraging advanced machine learning, the service provides users with a personalized feed of clothing recommendations, helping them discover items they want to wear before they even know what to search for. The platform aims to democratize fashion advice, making AI-driven styling accessible to everyone, and integrates with e‑commerce partners to facilitate seamless shopping.

polopan-com is profiled on the APIs.io network. Tagged areas include Company, AI, Fashion, PersonalStylist, and E-commerce.

polopan-com’s developer surface includes pricing and 8 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

16.4/100 emerging Agent 9/100 agent aware Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

0 APIs 1 MCP Servers

CompanyAIFashionPersonalStylistE-commerce

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 16.4/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 0.0 / 17

Access Clarity 8.9 / 17

Operational Transparency 0.0 / 11

Contract Governance 0.0 / 10

Discoverability 4.1 / 9

Regulatory Posture 3.3 / 15

Agent readiness — 9/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 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

Pagination 5 / 5

Distinct Operations 3 / 3

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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<a href="https://apis.io/providers/polopan-com/"><img src="https://apis.io/badge/polopan-com/card.svg" alt="polopan-com on APIs.io — Kin Score by API Evangelist"></a>

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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
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
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)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes

10 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
Developer Ergonomics scores 0.0 — up to +20.0 composite points
Operational Transparency scores 0.0 — up to +13.0 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/polopan-com/apis.yml: open an issue on github.com/api-evangelist/polopan-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 →

MCP Servers 1

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

polopan-com MCP Server

Remote MCP server at mcp-server.polopan.com.

MCP SERVER

Pricing Plans 1

Published pricing tiers and plan structures.

Polopan Com Plans Pricing

2 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Polopan Com Rate Limits

0 limits

RATE LIMITS

Security Posture 2

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

Polopan Com Authentication

0 schemes

SECURITY

Polopan Com Domain Security

TLSv1.3 · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Polopan Com Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Resources

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

MCPServer

MCPServer

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Commercial 4

Pricing, plans, and the legal terms of use

Plans

TermsOfService

PrivacyPolicy

Pricing

Company 1

The organization behind the API

Website

Website

Other 1

Properties that don't map to a standard resource type

Hosts

Hosts

Source (apis.yml)

aid: polopan-com
name: polopan-com
description: Polopan offers a free AI-powered personal stylist platform that curates a discovery-first fashion experience.
  Leveraging advanced machine learning, the service provides users with a personalized feed of clothing recommendations, helping
  them discover items they want to wear before they even know what to search for. The platform aims to democratize fashion
  advice, making AI-driven styling accessible to everyone, and integrates with e‑commerce partners to facilitate seamless
  shopping.
image: https://polopan.com/wp-content/uploads/2025/11/cropped-logo1024.png
url: https://artifacts.apis.io/polopan-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-30 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-30'
modified: '2026-10-30'
tags:
- Company
- AI
- Fashion
- PersonalStylist
- E-commerce
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/polopan-com-plans-pricing.yml
- type: LLMsTxt
  url: llms/polopan-com-llms.txt
- type: MCPServer
  url: mcp/polopan-com-mcp.yml
- type: Hosts
  url: hosts/polopan-com-hosts.yml
- type: TermsOfService
  url: https://polopan.com/terms-of-use
- type: PrivacyPolicy
  url: https://polopan.com/privacy-policy
- type: Pricing
  url: https://polopan.com/pricing/
- type: DomainSecurity
  url: security/polopan-com-domain-security.yml
- type: Website
  url: https://polopan.com/
apis: []
x-coverage:
  state: none
  reason: no-developer-program
  detail: Polopan offers a consumer AI styling service but provides no public developer program or API documentation.
  evidence:
  - url: https://polopan.com/
    status: 200
  checked: '2026-10-30'
x-enrichment:
  date: '2026-10-30'
  status: enriched
  artifacts_added: 23
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

polopan-com API — frequently asked questions

How do I authenticate with the polopan-com API?

polopan-com documents its authentication (0 schemes). The details are profiled on APIs.io as Polopan Com Authentication.

How much does the polopan-com API cost?

APIs.io lists 2 pricing plans for polopan-com, with each plan's price, limits and inclusions under Pricing Plans on this page.

Does polopan-com have an MCP server?

Yes. APIs.io lists 1 MCP server for polopan-com: Remote MCP server at mcp-server.polopan.com.

Is the polopan-com API ready for AI agents?

polopan-com has a Kin Score of 16.4 out of 100 (emerging) and an Agent Readiness score of 8.8 (agent-aware), scored by API Evangelist on 2026-10-31.

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