emerging · 0.0 capability action

Test Automation

Score 21.7 / 100 30 providers +7 via APIs 15 APIs Search apis.io →

Providers using this tag (30)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Strong 2 Solid coverage with minor gaps
TricentisCompanyTestingQuality Engineering8 APIs64.9Stack MoxieCompanyRevenue OperationsMarketing OperationsObservability2 APIs63.1
Developing 13 Usable, with meaningful gaps to close
KubeshopCompanyTestingKubernetesContinuous Integration3 APIs51.3OpkeyCompanyTestingQuality Assurance1 API48.9Rainforest QATestingQASoftware Testing1 API47.9PanayaCompanyTestingTest Management1 API47.2SOFYCompanyAI TestingMobile Testing1 API44.9QA WolfCompanyDevToolsTesting1 API42.1AskUICompanyUI AutomationAI Agents1 API41.8TestsigmaCompanyArtificial IntelligenceTesting1 API41.2Testim IoAPI TestingQuality AssuranceCI/CD1 API40.9LaunchableCompanyContinuous IntegrationTesting1 API40.2TestmoTest RunsTest ManagementQA1 API39.5TestRailTest RunsTest ManagementQATest Cases1 API39.5TestinyTest RunsTest ManagementQATest Cases1 API39.3
Thin 6 Limited public surface area
Cypress.ioCompanyTestingEnd-to-End Testing1 API37.3AppiumAppiumAndroidCross-PlatformiOS13 APIs36.7QaseTest RunsTest ManagementTest CasesQA1 API35.4TestSpriteCompanySoftware TestingAPI Testing31.5MablQADevOpsAI Testing1 API31.0BugsterCompanyTestingQA26.8
Emerging 6 Early or largely undocumented
JUnitJavaTDDTesting2 APIs23.2TestimTestingQAAI Testing3 APIs22.4FunctionizeTestingAI TestingGenerative AI3 APIs19.3TestlioCompanyTestingQuality AssuranceQA18.1WaldoCompanyDevOpsTestingMobile1 API17.9MuuktestCompanyTestingQA12.7
Minimal 2 Almost no public developer surface
Assemble LabsCompanyHardware TestingEmbedded SystemsFirmware8.0DaqstraCompanyTest InfrastructureData AcquisitionAerospace6.4
Unrated 1 Not yet scored
test.aiCompanyTestingQuality Assurance1 API

APIs with this tag (15)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Developing 2 Usable, with meaningful gaps to close
pCloudy MCP ServerThe official pCloudy MCP server, published by pCloudy as the Python package pcloudy-mcp and run over stdio ...48.9Testsigma REST APIREST API to manage Testsigma entities (projects, applications, environments, elements, uploads, test plans)...41.2
Thin 1 Limited public surface area
Mabl APIManage resources in your workspace programmatically with the mabl API. By integrating mabl API endpoints in...31.0
Emerging 3 Early or largely undocumented
PlaywrightOpen-source framework for reliable end-to-end browser testing and web automation supporting Chromium, Firef...25.5AppiumAppium is an open source automation framework for native, hybrid, and mobile web applications, exposing a W...17.2GalasaGalasa is an open source deep integration test framework able to run tests across z/OS, distributed systems...13.6
Minimal 1 Almost no public developer surface
Developer ToolsLow-code configuration and extension surface for the Odessa Platform — documented APIs for connecting any a...9.5
Unrated 8 Not yet scored
Cucumber APIREST API and tooling for Cucumber BDD framework supporting test-first development with Gherkin feature file...CypressCypress is a JavaScript end-to-end testing framework designed for modern web applications. Its test scripti...Dredd API Testing FrameworkDredd is an open-source language-agnostic command-line tool for validating API documentation written in Ope...Karate API Testing FrameworkKarate is an open-source framework that combines API test automation, mocks, performance testing, and UI au...Katalon TestOps APIAPI for Katalon TestOps test automation platform, providing endpoints for test case management, test execut...Playwright TestPlaywright is a cross-browser end-to-end testing framework from Microsoft that supports writing test script...Postman APIAPI for managing Postman collections, environments, monitors, mock servers, and test runs programmatically....REST AssuredREST Assured is a Java-based DSL for simplifying testing of REST services. It integrates with JUnit and Tes...

Companies reaching this through an API (7)

These companies publish an API, specification or operation carrying “Test Automation” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Microsoft Playwright Odessa Technologies Open Mainframe Project OpenJS Foundation Test Cases Test First Test Scripts

Score breakdown

Frequency
44.6
log-scaled weighted occurrences
Breadth
0.8
spread across providers
Quality lift
39.9
mean composite of providers using it
Cohesion
15.7
strength of nearest seed neighbor

Related tags

QA 14 co-occurrences Test Runs 9 co-occurrences Quality Assurance 16 co-occurrences Test Management 7 co-occurrences End-to-End Testing 6 co-occurrences Testing 26 co-occurrences Software Testing 5 co-occurrences Mobile Testing 5 co-occurrences

Where this tag comes from

Provider tag30
Api tag15

Cohort brief

Auto-generated

The 29 providers in the APIs.io catalog tagged Test Automation, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
29
all scored
Mean Kin Score
35.2
+11.2 vs catalog 24
Mean Agent Readiness
17.6
+5.2 vs catalog 12.4
Spread
6.4–64.9
median 39.3 · σ 14.5
How the 29 split by band
Exemplar 0Strong 2Developing 13Thin 6Emerging 6Minimal 2
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 45.5 23.4 +22.1 29
Operational Transparency 27.1 14 +13.1 29
Access Clarity 38.3 26.5 +11.8 29
Contract Quality 29.2 20.1 +9.1 29
Discoverability 68.5 61 +7.5 29
Contract Governance 5.9 6.5 -0.6 29

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 20% 10% +10
MCP server (first-party) 30% 13% +17
Agent Skills 0% 0% 0
OAuth scopes 10% 11% -1
Security 100% 96% +4
Arazzo workflows 0% 2% -2
Governance rules 7% 13% -6

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Tricentis 64.9
  2. 2 Stack Moxie 63.1
  3. 3 Kubeshop 51.3
  4. 4 Opkey 48.9
  5. 5 Rainforest QA 47.9
  6. 6 Panaya 47.2
  7. 7 SOFY 44.9
  8. 8 QA Wolf 42.1
  9. 9 AskUI 41.8
  10. 10 Testsigma 41.2
Top by Agent Readiness
  1. 1 Kubeshop 51.8
  2. 2 Tricentis 44.6
  3. 3 SOFY 31.5
  4. 4 Rainforest QA 30
  5. 5 AskUI 29.9
  6. 6 Appium 29.4
  7. 7 Mabl 28.4
  8. 8 Stack Moxie 26.4
  9. 9 Opkey 26.1
  10. 10 Testim Io 24.3
All 30 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 20 September 2026, across 27620 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

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https://apis.io/mcp

Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • 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 tag 
curl "https://apis.io/api/v1/tags/test-automation"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/test-automation"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/test-automation/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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