Mabl

mabl, the leading AI-native test automation platform, empowers software teams to accelerate innovation while ensuring exceptional quality. Their unified platform streamlines testing across web, mobile, API, accessibility, and performance, enabling teams to release faster with confidence. Trusted by industry leaders like Microsoft, Charles Schwab, and JetBlue, mabl transforms how teams approach software quality.

Mabl publishes 10 APIs on the APIs.io network, including Applications API, Credentials API, Database Connections API, and 7 more. Tagged areas include Test Automation, QA, DevOps, AI Testing, and Platform.

Mabl’s developer surface includes authentication, documentation, API reference, engineering blog, and 7 more developer resources.

🌐 Visit website 📡 Source on GitHub

32.2/100 thin ▬ flat Agent 20/100 agent aware Full breakdown ↓
scored 2026-08-25 · rubric v0.14.0

AccessFreemiumSelf serve⚡ Free to try

11 APIs

Test Automation QA DevOps AI Testing Platform

Kin Score

Kin Score How this is scored →
scored 2026-08-25 · rubric v0.14.0

Composite quality — 32.2/100 · thin

Contract Quality 13.4 / 25

Developer Ergonomics 5.5 / 20

Access Clarity 4.7 / 20

Operational Transparency 1.4 / 13

Contract Governance 0.0 / 12

Discoverability 7.2 / 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 Surface 0 / 5

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/mabl: 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 11

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

Open Collections 12

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

Rate Limits 1

Documented rate limits and quota policies.

Mabl Rate Limits

5 limits

RATE LIMITS

FinOps 1

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

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

LlmsText

LlmsText

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 3

Authentication, authorization, and security posture

TrustCenter

TrustCenter

DomainSecurity

DomainSecurity

Authentication

Authentication

Company 3

The organization behind the API

LinkedIn

Website

Website

Blog

Blog

Source (apis.yml)

aid: mabl
name: Mabl
url: https://raw.githubusercontent.com/api-evangelist/mabl/refs/heads/main/apis.yml
kind: contract
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
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/mabl.png
access: 3rd-Party
tags:
- Test Automation
- QA
- DevOps
- AI Testing
- Platform
created: '2025-01-08'
modified: '2026-04-28'
position: Consuming
specificationVersion: '0.23'
description: mabl, the leading AI-native test automation platform, empowers software teams to accelerate innovation while
  ensuring exceptional quality. Their unified platform streamlines testing across web, mobile, API, accessibility, and performance,
  enabling teams to release faster with confidence. Trusted by industry leaders like Microsoft, Charles Schwab, and JetBlue,
  mabl transforms how teams approach software quality.
apis:
- aid: mabl:mabl-api
  name: Mabl API
  description: Manage resources in your workspace programmatically with the mabl API. By integrating mabl API endpoints into
    your workflow, you can manage tests, runs, environments, applications, plans, deployments, and reporting. Authentication
    uses API tokens generated from the mabl Workspace settings.
  humanURL: https://mabl.com
  tags:
  - Test Automation
  - QA
  tags_raw:
  - Test Automation
  - QA
  - API
  properties:
  - type: Documentation
    url: https://help.mabl.com/
  - type: APIReference
    url: https://api.help.mabl.com/reference/intro-to-the-mabl-api
- aid: mabl:mabl-applications-api
  name: Mabl Applications API
  description: The Applications API from Mabl — 2 operation(s) for applications.
  humanURL: https://mabl.com
  tags:
  - Application
  tags_raw:
  - Applications
  properties:
  - type: OpenAPI
    url: openapi/mabl-applications-api-openapi.yml
- aid: mabl:mabl-credentials-api
  name: Mabl Credentials API
  description: The Credentials API from Mabl — 2 operation(s) for credentials.
  humanURL: https://mabl.com
  tags:
  - Credentials
  properties:
  - type: OpenAPI
    url: openapi/mabl-credentials-api-openapi.yml
- aid: mabl:mabl-database-connections-api
  name: Mabl Database Connections API
  description: The Database Connections API from Mabl — 2 operation(s) for database connections.
  humanURL: https://mabl.com
  tags:
  - Database Connections
  properties:
  - type: OpenAPI
    url: openapi/mabl-database-connections-api-openapi.yml
- aid: mabl:mabl-deployment-events-api
  name: Mabl Deployment Events API
  description: The Deployment Events API from Mabl — 2 operation(s) for deployment events.
  humanURL: https://mabl.com
  tags:
  - Deployment Events
  properties:
  - type: OpenAPI
    url: openapi/mabl-deployment-events-api-openapi.yml
- aid: mabl:mabl-environments-api
  name: Mabl Environments API
  description: The Environments API from Mabl — 2 operation(s) for environments.
  humanURL: https://mabl.com
  tags:
  - Environments
  properties:
  - type: OpenAPI
    url: openapi/mabl-environments-api-openapi.yml
- aid: mabl:mabl-flows-api
  name: Mabl Flows API
  description: The Flows API from Mabl — 1 operation(s) for flows.
  humanURL: https://mabl.com
  tags:
  - Flows
  properties:
  - type: OpenAPI
    url: openapi/mabl-flows-api-openapi.yml
- aid: mabl:mabl-issues-api
  name: Mabl Issues API
  description: The Issues API from Mabl — 2 operation(s) for issues.
  humanURL: https://mabl.com
  tags:
  - Issues
  properties:
  - type: OpenAPI
    url: openapi/mabl-issues-api-openapi.yml
- aid: mabl:mabl-test-runs-api
  name: Mabl Test Runs API
  description: The Test Runs API from Mabl — 3 operation(s) for test runs.
  humanURL: https://mabl.com
  tags:
  - Test Runs
  properties:
  - type: OpenAPI
    url: openapi/mabl-test-runs-api-openapi.yml
- aid: mabl:mabl-tests-api
  name: Mabl Tests API
  description: The Tests API from Mabl — 1 operation(s) for tests.
  humanURL: https://mabl.com
  tags:
  - Tests
  properties:
  - type: OpenAPI
    url: openapi/mabl-tests-api-openapi.yml
- aid: mabl:mabl-users-api
  name: Mabl Users API
  description: The Users API from Mabl — 1 operation(s) for users.
  humanURL: https://mabl.com
  tags:
  - User
  tags_raw:
  - Users
  properties:
  - type: OpenAPI
    url: openapi/mabl-users-api-openapi.yml
common:
- type: AgenticAccess
  url: agentic-access/mabl-agentic-access.yml
- type: TrustCenter
  url: security/mabl-trust-center.yml
- type: DomainSecurity
  url: security/mabl-domain-security.yml
- type: Authentication
  url: authentication/mabl-authentication.yml
- type: GitHubOrganization
  url: https://github.com/mablhq
- type: LinkedIn
  url: https://www.linkedin.com/company/mabl
- type: Website
  url: https://www.mabl.com
- type: Documentation
  url: https://help.mabl.com/
- type: APIReference
  url: https://api.help.mabl.com/reference/intro-to-the-mabl-api
- type: LlmsText
  url: https://api.help.mabl.com/llms.txt
- url: https://www.mabl.com/blog/rss.xml
  type: Blog
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

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