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

41.8/100 thin ▬ flat Agent 31/100 agent aware Full breakdown ↓
scored 2026-08-05 · rubric v0.9.1

AccessFreemiumSelf serve⚡ Free to try

3 APIs

Computer VisionFoodImage RecognitionNutritionSemantic Tagging

Kin Score

Kin Score How this is scored →
scored 2026-08-05 · rubric v0.9.1

Composite quality — 41.8/100 · thin

Contract Quality 16.3 / 25

Developer Ergonomics 6.1 / 20

Commercial Clarity 7.9 / 20

Operational Transparency 4.1 / 13

Governance 0.0 / 12

Discoverability 7.4 / 10

Agent readiness — 31/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

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

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. 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. Want it done for you? Prioritized profiling — $2,500 →

APIs 3

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

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.

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
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
position: Consumer
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
created: '2025-03-01'
modified: '2026-05-19'
url: https://raw.githubusercontent.com/api-evangelist/logmeal/refs/heads/main/apis.yml
specificationVersion: '0.19'
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

LogMeal

Kin Score

APIs 3

LogMeal History API

LogMeal Image Recognition API

LogMeal Nutrition API

Open Collections 1

LogMeal Food Recognition API

Pricing Plans 1

Logmeal Plans Pricing

Rate Limits 1

Logmeal Rate Limits

FinOps 1

Logmeal Finops

Security Posture 2

Logmeal Authentication

Logmeal Domain Security

Agentic Access 1

Logmeal Agentic Access

Resources