LogMeal

LogMeal provides a Food Recognition Image API that detects foods, drinks, vegetables, fruits and prepared dishes from images. The platform offers semantic tagging including food group, dish and ingredients recognition, as well as nutritional information analysis with 35+ nutritional indicators and user intake history tracking.

LogMeal publishes 3 APIs on the APIs.io network: History API, Image Recognition API, and Nutrition API. Tagged areas include Computer-Vision, Food, Image Recognition, Nutrition, and Semantic Tagging.

LogMeal’s developer surface includes authentication, documentation, developer portal, engineering blog, and 5 more developer resources.

🌐 Visit website 📡 Source on GitHub

34.6/100 thin ▬ flat Agent 20/100 agent aware saas Full breakdown ↓
scored 2026-09-14 · rubric v0.22.0

AccessFreemiumSelf serve⚡ Free to try

1 APIs

Computer-Vision Food Image Recognition NutritionSemantic Tagging

Kin Score

Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0

Composite quality — 34.6/100 · thin

Contract Quality 12.8 / 23

Developer Ergonomics 6.0 / 18

Access Clarity 5.2 / 18

Operational Transparency 0.9 / 12

Contract Governance 0.0 / 11

Discoverability 6.8 / 9

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 20/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 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 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

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.

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 github.com/api-evangelist/logmeal: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 3

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

LogMeal History API

Retrieve a user's logged food intakes over time.

LogMeal Image Recognition API

Detect food items in user-submitted images.

LogMeal Nutrition API

Retrieve ingredients and nutritional information for confirmed intakes.

Open Collections 5

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

API Collection

OPEN COLLECTION

LogMeal Food Recognition API

OPEN COLLECTION

LogMeal Food Recognition History API

OPEN COLLECTION

LogMeal Food Recognition History Image Recognition API

OPEN COLLECTION

LogMeal Food Recognition History Nutrition API

OPEN COLLECTION

Pricing Plans 1

Published pricing tiers and plan structures.

Logmeal Plans Pricing

3 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Logmeal Rate Limits

5 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Logmeal Finops

FINOPS

Security Posture 2

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

Logmeal Authentication

http · 1 scheme

SECURITY

Logmeal Domain Security

TLSv1.3 · DMARC

SECURITY

Agentic Access 1

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

Logmeal Agentic Access

4 operations · 3 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

Portal

Portal

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

LlmsText

LlmsText

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Company 3

The organization behind the API

LinkedIn

Website

Website

Blog

Blog

Source (apis.yml)

aid: logmeal
name: LogMeal
description: LogMeal provides a Food Recognition Image API that detects foods, drinks, vegetables, fruits and prepared dishes
  from images. The platform offers semantic tagging including food group, dish and ingredients recognition, as well as nutritional
  information analysis with 35+ nutritional indicators and user intake history tracking.
type: Index
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-09-03'
  method: derived
position: Consuming
access: 3rd-Party
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/logmeal.png
tags:
- Computer-Vision
- Food
- Image Recognition
- Nutrition
- Semantic Tagging
tags_raw:
- Computer Vision
- Food
- Image Recognition
- Nutrition
- Semantic Tagging
created: '2025-03-01'
modified: '2026-05-19'
url: https://raw.githubusercontent.com/api-evangelist/logmeal/refs/heads/main/apis.yml
specificationVersion: '0.23'
apis:
- aid: logmeal:logmeal-history-api
  name: LogMeal History API
  description: Retrieve a user's logged food intakes over time.
  humanURL: https://logmeal.com/api/
  baseURL: https://api.logmeal.com
  tags:
  - History
  properties:
  - type: OpenAPI
    url: openapi/logmeal-history-api-openapi.yml
  - type: Documentation
    url: https://docs.logmeal.com
  - type: Signup
    url: https://logmeal.com/api/
- aid: logmeal:logmeal-image-recognition-api
  name: LogMeal Image Recognition API
  description: Detect food items in user-submitted images.
  humanURL: https://logmeal.com/api/
  baseURL: https://api.logmeal.com
  tags:
  - Image Recognition
  properties:
  - type: OpenAPI
    url: openapi/logmeal-image-recognition-api-openapi.yml
  - type: Documentation
    url: https://docs.logmeal.com
  - type: Signup
    url: https://logmeal.com/api/
- aid: logmeal:logmeal-nutrition-api
  name: LogMeal Nutrition API
  description: Retrieve ingredients and nutritional information for confirmed intakes.
  humanURL: https://logmeal.com/api/
  baseURL: https://api.logmeal.com
  tags:
  - Nutrition
  properties:
  - type: OpenAPI
    url: openapi/logmeal-nutrition-api-openapi.yml
  - type: Documentation
    url: https://docs.logmeal.com
  - type: Signup
    url: https://logmeal.com/api/
common:
- type: AgenticAccess
  url: agentic-access/logmeal-agentic-access.yml
- type: DomainSecurity
  url: security/logmeal-domain-security.yml
- type: Authentication
  url: authentication/logmeal-authentication.yml
- type: LinkedIn
  url: https://www.linkedin.com/company/logmeal
- type: Website
  url: https://logmeal.com
- type: Documentation
  url: https://docs.logmeal.com
- type: Portal
  url: https://logmeal.com/api/
- type: LlmsText
  url: https://docs.logmeal.com/llms.txt
- url: https://blog.logmeal.com/feed/
  type: Blog
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

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

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
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.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/logmeal"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/logmeal/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/logmeal/evidence"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.