Bodygram

Bodygram is an AI-powered body measurement company whose technology extracts 35+ body measurements, body composition, posture data, and a 3D avatar from a smartphone photo or a person's basic stats. The Bodygram Platform API and the Body2Fit and Headless JavaScript SDKs let retail, fashion, uniform, health, and wellness businesses embed accurate sizing and body scanning into their own apps and websites to increase conversion and reduce returns. Surfaced as a 500 Global portfolio company and enriched from Bodygram's public developer surface (docs.bodygram.com).

Bodygram is listed with 1 API on the APIs.io network. Tagged areas include Company, Body Measurement, Computer Vision, Artificial Intelligence, and Sizing.

Bodygram’s developer surface includes engineering blog, documentation, API reference, getting-started guide, signup flow, pricing, support, and 9 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

27.6/100 thin ▬ flat Agent 3/100 human only Front door AI 4/6 moderate Heartbeat 0/100 dormant saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 API

Company Body Measurement Computer Vision Artificial Intelligence Sizing Retail3D AvatarHealth SDK

Kin Score

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

Composite quality — 27.6/100 · thin

Contract Quality 0.0 / 21

Developer Ergonomics 10.9 / 17

Access Clarity 4.0 / 17

Operational Transparency 0.3 / 11

Contract Governance 0.0 / 10

Discoverability 6.2 / 9

Regulatory Posture 4.2 / 15

Agent readiness — 3/100 · human only

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 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 Health 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
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
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

12 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
Access Clarity scores 23.7 — up to +15.3 composite points
Operational Transparency scores 2.6 — up to +12.7 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/original/apis.yml: open an issue on github.com/api-evangelist/original 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 →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
ONVIF Video Analytics (video surveillance, edge cameras, computer vision)	undeclared	-	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

APIs 1

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

Bodygram Platform API

REST API to generate accurate body measurements and a 3D avatar from a person's stats, and (with two photos) body composition and posture data. Requests use a secret API key in ...

Security Posture 2

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

Original Authentication

4 schemes

SECURITY

Original Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Original Scopes

2 scopes

SCOPES

Resources

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Components

Components

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Packages

Packages

SDKs

SDKs

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

Pricing

Pricing

TermsOfService

TermsOfService

Company 2

The organization behind the API

Blog

Blog

Website

Website

Source (apis.yml)

aid: original
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:
  - authentication
  - scopes
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/original.png
name: Bodygram
description: Bodygram is an AI-powered body measurement company whose technology extracts 35+ body measurements, body composition,
  posture data, and a 3D avatar from a smartphone photo or a person's basic stats. The Bodygram Platform API and the Body2Fit
  and Headless JavaScript SDKs let retail, fashion, uniform, health, and wellness businesses embed accurate sizing and body
  scanning into their own apps and websites to increase conversion and reduce returns. Surfaced as a 500 Global portfolio
  company and enriched from Bodygram's public developer surface (docs.bodygram.com).
url: https://raw.githubusercontent.com/api-evangelist/original/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- 500-global
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-10-06'
tags:
- Company
- Body Measurement
- Computer Vision
- Artificial Intelligence
- Sizing
- Retail
- 3D Avatar
- Health
- SDK
tags_raw:
- Company
- Body Measurement
- Computer Vision
- Artificial Intelligence
- Sizing
- Retail
- 3D Avatar
- Health
- SDK
- Computer-Vision
apis:
- name: Bodygram Platform API
  description: REST API to generate accurate body measurements and a 3D avatar from a person's stats, and (with two photos)
    body composition and posture data. Requests use a secret API key in the Authorization header and are scoped to an Organization
    ID.
  humanURL: https://docs.bodygram.com/platform
  baseURL: https://api.platform.bodygram.com
  tags:
  - Body Measurement
  - Computer Vision
  - 3D Avatar
  tags_raw:
  - Body Measurement
  - Computer Vision
  - 3D Avatar
  - Computer-Vision
  properties:
  - type: APIReference
    url: https://docs.bodygram.com/platform/api-reference
  - type: Authentication
    url: authentication/original-authentication.yml
  - type: OAuthScopes
    url: scopes/original-scopes.yml
  - type: X-MCPServerCandidate
    url: mcp/original-mcp.yml
    note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list
      derived from the published API contracts, not an existing server. The scorer already read the manifest and reported
      mcp_server correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
  - type: Conventions
    url: conventions/original-conventions.yml
  - type: Conformance
    url: conformance/original-conformance.yml
  - type: Lifecycle
    url: lifecycle/original-lifecycle.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- url: https://www.bodygram.com/en/press
  type: Blog
- type: Website
  url: https://bodygram.com
- type: DeveloperPortal
  url: https://platform.bodygram.com
- type: Documentation
  url: https://docs.bodygram.com
- type: APIReference
  url: https://docs.bodygram.com/platform/api-reference
- type: GettingStarted
  url: https://docs.bodygram.com/platform
- type: SignUp
  url: https://www.platform.bodygram.com/sign-in
- type: Pricing
  url: https://platform.bodygram.com/pricing
- type: GitHubOrganization
  url: https://github.com/bodygram
- type: TermsOfService
  url: https://bodygram.com/en/policies
- type: Support
  url: https://bodygram.com/en/contact-form
- type: Packages
  url: packages/original-packages.yml
- type: SDKs
  url: packages/original-packages.yml
- type: Components
  url: components/original-components.yml
- type: LLMsTxt
  url: llms/original-llms.txt
- type: DomainSecurity
  url: security/original-domain-security.yml
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 10
  pass: local-v1

Bodygram API — frequently asked questions

Does Bodygram have an API?

Yes. APIs.io lists 1 API from Bodygram, including Bodygram Platform API.

How do I authenticate with the Bodygram API?

Bodygram uses bearer-token authentication (4 schemes). The details are profiled on APIs.io as Original Authentication.

Is the Bodygram API ready for AI agents?

Bodygram has a Kin Score of 27.6 out of 100 (thin) and an Agent Readiness score of 2.5 (human-only), scored by API Evangelist on 2026-11-06.

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