Delve to Life

Delve to Life (delvetolife.com) is an independent English-language style reference project that explains clothing names with side-by-side illustrated pictures, converts clothing and shoe sizes across US, UK, EU, Japan, Korea and China, explains dress codes from casual to white tie, and suggests what to wear by weather and occasion. It publishes a free, read-only remote MCP server (Streamable HTTP, no account or API key) exposing its dress-code guides, outfit formulas and colour combinations to AI assistants.

Delve to Life is listed with 1 API on the APIs.io network. Tagged areas include Company, Fashion, Clothing, Size Charts, and Dress Codes.

Delve to Life’s developer surface includes authentication, documentation, and 11 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

19.8/100 emerging Agent 9/100 agent aware Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreeOpen⚡ Free to try

1 API 1 MCP Servers

Company Fashion ClothingSize ChartsDress Codes Style Guides MCP AI Assistant

Kin Score

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

Composite quality — 19.8/100 · emerging

Contract Quality 2.6 / 21

Developer Ergonomics 3.6 / 17

Access Clarity 5.4 / 17

Operational Transparency 0.0 / 11

Contract Governance 0.0 / 10

Discoverability 5.5 / 9

Regulatory Posture 2.4 / 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 10 / 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 0 / 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

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 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
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
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)
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
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link

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 12.0 — up to +22.0 composite points
Developer Ergonomics scores 21.4 — up to +15.7 composite points
Access Clarity scores 31.6 — up to +13.7 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/delvetolife-com/apis.yml: open an issue on github.com/api-evangelist/delvetolife-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 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.

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

APIs 1

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

Delve to Life MCP Server

Free, read-only remote MCP server (Streamable HTTP, no account, API key or sign-in) exposing Delve to Life dress-code guides, outfit formulas, colour combinations and guide sear...

MCP Servers 1

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

Delve to Life MCP Server

Remote MCP server at mcp.delvetolife.com over streamable HTTP; 5 tools listed.

MCP SERVER

Delve to Life API pricing

Prices published by Delve to Life.

Plan	Price
Free MCP server	The server is free to use.

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

Delvetolife Com Plans Pricing

1 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Delvetolife Com Rate Limits

0 limits

RATE LIMITS

JSON Schema 5

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

Delvetolife Com Colour Combinations Input

1 properties

JSON SCHEMA

Delvetolife Com Explain Dress Code Input

1 properties

JSON SCHEMA

Delvetolife Com List Dress Codes Input

0 properties

JSON SCHEMA

Delvetolife Com Search Guides Input

2 properties

JSON SCHEMA

Delvetolife Com Suggest Outfit Input

3 properties

JSON SCHEMA

Examples 1

Example request and response payloads for these APIs.

Delvetolife Com Mcp Tools List

3 fields

EXAMPLE

Security Posture 2

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

Delvetolife Com Authentication

1 scheme

SECURITY

Delvetolife Com Domain Security

TLSv1.3

SECURITY

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

MCPServer

MCPServer

WellKnown

WellKnown

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Conventions

Conventions

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Commercial 2

Pricing, plans, and the legal terms of use

Plans

Plans

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

About

About

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: delvetolife-com
name: Delve to Life
description: Delve to Life (delvetolife.com) is an independent English-language style reference project that explains clothing
  names with side-by-side illustrated pictures, converts clothing and shoe sizes across US, UK, EU, Japan, Korea and China,
  explains dress codes from casual to white tie, and suggests what to wear by weather and occasion. It publishes a free, read-only
  remote MCP server (Streamable HTTP, no account or API key) exposing its dress-code guides, outfit formulas and colour combinations
  to AI assistants.
url: https://artifacts.apis.io/delvetolife-com/apis.yml
accessModel:
  pricing: free
  onboarding: open
  trial: false
  try_now: true
  public: true
  gated: none
  gated_source:
  - onboarding
  label: Free · Open access
  confidence: medium
  probe_state: covered
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://delvetolife.com/assets/everyday-style-editorial-1200.jpg
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-05 (modular-v1; was harvest)
x-coverage:
  state: covered
  reason: identity-verified
  detail: Website, name and MCP server address read from the provider's own homepage and /ai/ page.
  evidence:
  - url: https://delvetolife.com/
    status: 200
  - url: https://delvetolife.com/about/
    status: 200
  - url: https://delvetolife.com/ai/
    status: 200
  - url: https://delvetolife.com/privacy
    status: 200
specificationVersion: '0.20'
created: '2026-11-05'
modified: '2026-11-05'
tags:
- Company
- Fashion
- Clothing
- Size Charts
- Dress Codes
- Style Guides
- MCP
- AI Assistant
tags_raw:
- Company
- Fashion
- Clothing
- Size Charts
- Dress Codes
- Style Guides
- MCP
- AI Assistants
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/delvetolife-com-plans-pricing.yml
- type: Conventions
  url: conventions/delvetolife-com-conventions.yml
- type: Authentication
  url: authentication/delvetolife-com-authentication.yml
- type: LLMsTxt
  url: llms/delvetolife-com-llms.txt
- type: MCPServer
  url: mcp/delvetolife-com-mcp.yml
- type: WellKnown
  url: well-known/delvetolife-com-well-known.yml
- type: Hosts
  url: hosts/delvetolife-com-hosts.yml
- type: Vendors
  url: vendors/delvetolife-com-vendors.yml
- type: DomainSecurity
  url: security/delvetolife-com-domain-security.yml
- type: Website
  url: https://delvetolife.com/
- type: Documentation
  url: https://delvetolife.com/ai/
- type: About
  url: https://delvetolife.com/about/
- type: PrivacyPolicy
  url: https://delvetolife.com/privacy
apis:
- aid: delvetolife-com:delve-to-life-mcp-server
  name: Delve to Life MCP Server
  description: Free, read-only remote MCP server (Streamable HTTP, no account, API key or sign-in) exposing Delve to Life
    dress-code guides, outfit formulas, colour combinations and guide search to MCP clients such as Claude, ChatGPT and Cursor.
  humanURL: https://delvetolife.com/ai/
  baseURL: https://mcp.delvetolife.com/mcp
  tags:
  - MCP
  - Fashion
  - Dress Codes
  properties:
  - type: Documentation
    url: https://delvetolife.com/ai/
  - type: JSONSchema
    url: json-schema/delvetolife-com-list-dress-codes-input-schema.json
  - type: JSONSchema
    url: json-schema/delvetolife-com-explain-dress-code-input-schema.json
  - type: JSONSchema
    url: json-schema/delvetolife-com-suggest-outfit-input-schema.json
  - type: JSONSchema
    url: json-schema/delvetolife-com-colour-combinations-input-schema.json
  - type: JSONSchema
    url: json-schema/delvetolife-com-search-guides-input-schema.json
x-enrichment:
  date: '2026-11-05'
  status: enriched
  artifacts_added: 22
  pass: modular-v1
  engine: identity=anthropic,contract=anthropic,surfaces=anthropic,docs=anthropic,regulatory=anthropic

Delve to Life API — frequently asked questions

Does Delve to Life have an API?

Yes. APIs.io lists 1 API from Delve to Life, including Delve to Life MCP Server.

How do I authenticate with the Delve to Life API?

Delve to Life uses bearer-token authentication (1 scheme). The details are profiled on APIs.io as Delvetolife Com Authentication.

How much does the Delve to Life API cost?

Delve to Life publishes its prices; its Free MCP server plan is The server is free to use. as of 2026-11-05. APIs.io lists 1 pricing plan for Delve to Life, with each plan's price, limits and inclusions under Pricing on this page.

Does Delve to Life have an MCP server?

Yes. APIs.io lists 1 MCP server for Delve to Life: Remote MCP server at mcp.delvetolife.com over streamable HTTP; 5 tools listed.

Is the Delve to Life API ready for AI agents?

Delve to Life has a Kin Score of 19.8 out of 100 (emerging) and an Agent Readiness score of 8.5 (agent-aware), scored by API Evangelist on 2026-11-06.

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

Tools for providers

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get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
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apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
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find_cohortsEvery scored population of providers in the catalog.

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