established · 0.1 capability action

Testing

Score 26.6 / 100 139 providers +49 via APIs 129 APIs Search apis.io →
Variants seen in the corpus: Testingtesting

Providers using this tag (139)

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

Exemplar 2 Complete, well-documented, and agent-ready
Strong 9 Solid coverage with minor gaps
Developing 31 Usable, with meaningful gaps to close
SpeakeasyArtificial IntelligenceDocumentationMCPPlatform1 API53.3Amazon CodeBuildAmazonCI/CDBuildsContinuous Integration2 APIs52.9ScorecardCompanyArtificial IntelligenceAgentsEvaluation1 API52.8TestFairyCompanyMobileApp Distribution1 API52.6CovalCompanyAI AgentsVoice AI20 APIs52.2APIContextAPI DirectoryAPI MonitoringAgent SkillsConformance2 APIs51.9KubeshopCompanyKubernetesContinuous Integration3 APIs51.8OpkeyCompanyTest AutomationQuality Assurance1 API48.9Rainforest QAQATest AutomationSoftware Testing1 API48.8AssertibleAPI TestingMonitoringQuality Assurance1 API48.3Automation Preflight APIAutomationIntegrationDeveloper ToolsReadiness2 APIs47.7Azure DevTest LabsAzureDevelopmentInfrastructureLabs1 API47.6Sauce LabsCross-Browser TestingMobile TestingReal Devices2 APIs47.4PanayaCompanyTest AutomationTest Management1 API47.2Parea AILLMEvaluationObservability1 API45.6LambdaTestCross-Browser TestingSeleniumCypress2 APIs45.3accessiBeCompanyAccessibilityWeb AccessibilityWCAG1 API44.8Emerge ToolsCompanyB2BMobileDeveloper Tools1 API44.7Confident CannabisCompanyCannabisLaboratoryLIMS3 APIs43.6ArdentCompanyDatabasePostgreSQLDatabase Branching1 API43.2LocalStackCompanyDeveloper ToolsCloudEmulator1 API42.6ReqResDevelopmentPrototypingFake API6 APIs42.5ReplayCompanyDebuggingQuality Assurance1 API42.4QA WolfCompanyDevToolsTest Automation1 API42.1NucleiSecurity TestingVulnerability ScannerDAST1 API42.0TeamCityBuild AutomationCI/CDContinuous IntegrationDeployment1 API41.8TestsigmaCompanyArtificial IntelligenceTest Automation1 API41.2SeleniumAutomationBrowsersEnd-to-End TestingQuality Assurance1 API40.6LaunchableCompanyContinuous IntegrationTest Automation1 API40.2TestRailTest RunsTest ManagementQATest Cases1 API39.5TestinyTest RunsTest ManagementQATest Cases1 API39.3
Thin 42 Limited public surface area
BeeceptorAPI MockingAutomationDebuggingHTTP Proxy1 API39.0InsomniaAPI DesignCLIClientsDeveloper Tools1 API38.8HTTP ToolkitHTTPHTTPSDebuggingProxy4 APIs38.4LimrunCompanyMobileiOSAndroid1 API38.4OpenlayerArtificial IntelligenceEvaluationObservability1 API38.4Chaos MeshChaos EngineeringCloud-NativeCNCFFault Injection2 APIs38.3CopadoCompanyDevOpsSalesforceCI/CD38.1ReflectAI TestingArtificial IntelligenceAutomated TestingCI/CD1 API37.9OWASP ZAPSecurity TestingApplication SecurityVulnerability Scanning1 API37.5Cypress.ioCompanyEnd-to-End TestingTest Automation1 API37.3AmbassadorAPI DevelopmentGatewaysIngressKubernetes1 API36.7QaseTest RunsTest ManagementTest CasesQA1 API35.4PactContract TestingOpen-Source1 API35.0Test SuitesAPI TestingCollectionQuality AssuranceSoftware Development1 API34.9DeepchecksArtificial IntelligenceLLMEvaluation1 API34.6Test CasesAPI TestingAutomationDeveloper ToolsQuality Assurance1 API34.6Test-Driven DevelopmentAgileBest PracticesContinuous IntegrationDeveloper Tools1 API34.6CovalArtificial IntelligenceAgentsVoice AISimulation1 API34.5MockoonMock ServersMockingREST API1 API34.5JSONPlaceholderDevelopmentPrototypingFake API1 API34.2Test ScriptsAutomationCI/CDContract TestingDeveloper Tools1 API34.0CodSpeedCompanyPerformanceBenchmarkingContinuous Integration33.5WireMockAPI MockingMock ServerMockingPlatform1 API33.3Hamming AIArtificial IntelligenceVoice AgentsLLM1 API33.2ApplitoolsVisual AIVisual TestingAutonomous Testing1 API33.1Test FirstBehavior-Driven DevelopmentBest PracticesMethodologySoftware Design5 APIs32.9FirecampAPI ClientClientsGraphQLGUI1 API32.8K6Load Testing1 API32.6AntithesisCompanyDeveloper ToolsSoftware Testing1 API32.3PearsonEducationLearningAssessmentCertification2 APIs32.3Playground API — Free Stateful Mock REST & GraphQL ServiceDeveloper ToolsMock APIapi-sandbox2 APIs31.5Test Rate Limit CheckAPI GovernanceAPI ManagementAPI TestingDeveloper Tools1 API31.0REST AssuredFunctional TestingJavaAPI Testing1 API30.3CucumberAutomationBDDBehavior-Driven DevelopmentGherkin5 APIs29.4TestcontainersIntegration TestingDockerContainers2 APIs29.2HoverflyMocking1 API29.0Platzi Fake Store APIE-CommerceFake APIJWTPrototyping1 API28.6Test PlansDocumentationQuality AssuranceSoftware DevelopmentTest Management5 APIs28.0RangerCompanyQuality AssuranceBrowser Automation27.8MockServerMockingMock ServerService Virtualization2 APIs27.7BugsterCompanyQATest Automation26.8Apache JMeterJavaLoad TestingOpen-SourcePerformance Testing1 API26.3
Emerging 41 Early or largely undocumented
APIGitAPI DesignAPI LifecycleDeveloper ToolsDocumentation4 APIs26.1GentraceCompanyArtificial IntelligenceLLMEvaluation1 API26.0Microsoft PlaywrightBrowser AutomationEnd-to-End TestingMicrosoft3 APIs25.5VegetaGoHTTPLoad TestingPerformance1 API25.2PercyVisual TestingVisual RegressionScreenshotsQA1 API24.9JUnitJavaTDDTest Automation2 APIs23.2BDD (Behavior-Driven Development)AutomationBDDSoftware Development5 APIs22.5TestimTest AutomationQAAI Testing3 APIs22.4SuperTestFunctional TestingHTTP TestingNode.js1 API22.1Mock Service WorkerAPI MockingGraphQLHTTPMock Server1 API21.9HeadSpinCompanyMobilePerformance1 API21.8OpticAPI GovernanceBreaking ChangesContract TestingDiff1 API21.1mockAPIAPI MockingCRUDMock ServerMocking1 API20.9KarateFunctional Testing1 API20.8NamekoAMQPDependency InjectionFrameworksMicroservices1 API20.8evincedCompanyAccessibilityQuality Assurance20.3LocustLoad TestingPerformance TestingOpen-SourcePython1 API20.3Test SpecificationsAcceptance TestingContract TestingDocumentationOpenAPI8 APIs20.0Step CIAPI TestingFunctional TestingCI/CD1 API19.8FunctionizeTest AutomationAI TestingGenerative AI3 APIs19.3AtomicJarCompanyDevOpsIntegration Testing18.8Httpstat.usHTTPStatus-CodesUtilities1 API18.3TestlioCompanyQuality AssuranceQA18.1WaldoCompanyDevOpsMobile1 API17.9GatlingLoad TestingPerformance Testing2 APIs17.0MockitoJavaMockingUnit Testing1 API17.0SpecFlow.NETBDDCucumberGherkin2 APIs17.0GherkinBDDGherkinAcceptance Testing16.9NewmanFunctional TestingCLIPostman1 API16.7PrismMocking1 API16.5Regression GamesCompanyArtificial IntelligenceGamingGame Development15.6JestJavaScriptMockingSnapshot Testing3 APIs15.3NUnit.NETC#FrameworkOpen-Source4 APIs15.3Mirage JSAPI MockingJavaScriptOpen-Source1 API15.1JMockJavaMock ObjectsMockingTDD1 API14.9PortmanContract TestingOpenAPIPostman1 API14.9EvvyCompanyHealthWomen's HealthDiagnostics14.6Dependency InjectionDesign PatternsInversion of ControlSoftware Architecture1 API14.4MuuktestCompanyTest AutomationQA12.7VoidZeroCompanyDeveloper ToolsJavaScriptBuild Tools11.7Nordson CorporationDispensingIndustrial1 API11.2
Minimal 11 Almost no public developer surface
Unrated 3 Not yet scored

APIs with this tag (129)

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 →

Exemplar 11 Complete, well-documented, and agent-ready
Strong 17 Solid coverage with minor gaps
BrowserStack Accessibility Testing APIThe BrowserStack Accessibility Testing API provides REST access to workflow analyzer, assisted tests, websi...66.1BrowserStack App Accessibility Testing APIThe BrowserStack App Accessibility REST API enables programmatic access to accessibility data for mobile ap...66.1BrowserStack Automate APIThe BrowserStack Automate REST API provides access to plan, project, build, and session details for Seleniu...66.1BrowserStack JavaScript Testing APIThe BrowserStack JavaScript Testing API provides HTTPS-based access to run JavaScript unit tests across 300...66.1BrowserStack Low Code Automation APIThe BrowserStack Low Code Automation REST API enables triggering test suite executions and retrieving build...66.1BrowserStack Test Management APIThe BrowserStack Test Management API provides REST access to manage test projects, folders, test cases, tes...66.1BrowserStack Test Reporting and Analytics APIThe BrowserStack Test Reporting and Analytics API provides programmatic access to upload JUnit XML and Allu...66.1Heron Testing APIThe Testing API from Heron — 2 operation(s) for testing.64.8Test Observer APITest Observer is Canonical's dashboard for tracking test execution across Ubuntu artefacts — snaps, debs, c...64.4Testflinger APITestflinger is Canonical's hardware test-orchestration service. Its REST API accepts test jobs against name...64.4Datadog Synthetics APIThe Synthetics API allows you to manage API tests and browser tests programmatically. Datadog Synthetics us...63.6Singular Testing Console APIBETA integration-testing API. Register a real test device to open a one-hour logging session, then read bac...63.0TempMailGrab REST APIVersioned v1 REST API for creating private disposable inboxes, reading parsed messages with extracted OTPs ...62.6Kong InsomniaKong Insomnia is an open-source API development platform for designing, debugging, and testing APIs. It sup...58.0Treblle Aspen API TestingAspen is Treblle's intelligent API testing application for macOS featuring AI-powered capabilities through ...55.8Conviva Validation Timeline API v2Session validation timeline data for QA and sensor-integration testing, queried by viewer_id and/or session...55.6Salesforce Automation Testing APIApex test execution54.7
Developing 26 Usable, with meaningful gaps to close
Speakeasy Contract TestingAPI contract test generation using OpenAPI specs and the Arazzo specification. Generates both test code and...53.3TestFairy REST APIREST API for managing TestFairy projects, builds, testers, tester groups, sites, webhooks, permissions, fee...52.6CIP TestingThe CIP Testing working group runs continuous-integration and hardware-in-the-loop testing on member-suppli...52.4Bond Simulation (Sandbox) APISandbox-only endpoints for deterministically testing banking flows before going live — simulate a card tran...51.0KORE Wireless Testing APIAPIs that are currently under testing50.1Uzum CheckoutPayment gateway for websites and mobile applications. Card payments (Visa, Mastercard, Uzcard, Humo), one-s...49.5Scalar API ClientFully open-source, offline-first API client built on the OpenAPI standard - a Postman/Insomnia alternative ...49.4Amazon B2B Data Interchange Testing APITest and validate mappings, parsing, and conversions48.3Defacto Testing APIThe Testing API from Defacto — 5 operation(s) for testing.48.0Chef InSpecInSpec is an open-source language and runner for security and compliance testing. It is consumed via the In...47.5Panaya APIPanaya's REST API surface, including the Test Dynamix APIs (Transaction, Cycles, Folder, Business Process, ...47.2Chrome DevTools ProtocolInstrument, inspect, debug and profile Chromium, Chrome and other Blink-based browsers.46.2Spring WebFlux TestingTesting support for WebFlux applications including WebTestClient for integration testing of server endpoint...45.3API Dash APIsThe API Dash APIs are a free, keyless, open-source REST utility API published by foss42 alongside the API D...45.2Cloud Testing APIThe Cloud Testing API powers Firebase Test Lab, enabling developers to test Android and iOS apps on real an...44.8Trellix API ExplorerInteractive API documentation and testing tool for Trellix security products formerly under the FireEye bra...43.6JSNAPy APIPython-based snapshot and test framework for Junos devices.43.0Juniper JSNAPyPython-based tool for snapshot and verification of network device configurations.43.0Ankorstore Testing APIℹ️ This section is dedicated to the testing API during development process. The listed endpoints are **not ...42.9Ciena Emulation Cloud APICiena Emulation Cloud is an open application development environment enabling developers to create, test, a...42.3NucleiNuclei is an open source vulnerability scanner from ProjectDiscovery that uses YAML-based templates to find...42.0Testsigma REST APIREST API to manage Testsigma entities (projects, applications, environments, elements, uploads, test plans)...41.2Selenium GridSelenium Grid allows you to run test cases in different machines across different platforms. It enables the...40.6Selenium WebDriverWebDriver is a browser automation framework that accepts commands and sends them to a browser. It is implem...40.6Launchable APIThe Launchable (CloudBees Smart Tests) service API that the Launchable CLI calls to record builds, create t...40.2handy Testing APIThe Testing API from handy — 1 operation(s) for testing.39.4
Thin 41 Limited public surface area
Beeceptor APIBeeceptor's management API provides programmatic access to create and manage mock endpoints, rules, and tra...39.0InsomniaInsomnia is an open-source, cross-platform API development platform by Kong for designing, debugging, and t...38.8Cequence API Security TestingAPI Security Testing extends Cequence into shift-left, performing pre-production OpenAPI conformance and vu...38.2Kalshi Trade API (Demo)Demo / sandbox environment for the Kalshi Trade API - mirrors production semantics with simulated balances ...37.6Cypress Cloud Data Extract APIEnterprise reporting API that returns test and run analytics and raw test-result data from Cypress Cloud. R...37.3Promptfoo CLIThe Promptfoo CLI is the primary entry point for running prompt and model evaluations from the command line...36.9AmbassadorAmbassador offers a suite of products designed to deliver API developer experiences that fuel innovation. T...36.7Ambassador Blackbird API Development PlatformBlackbird is an API development platform that helps developers design, build, test, and manage APIs with AI...36.7Thumbtack Testing APIThe Testing API from Thumbtack — 1 operation(s) for testing.36.2Pact Broker APIPact Broker is a hypermedia HAL API for storing and retrieving consumer contracts created with the Pact con...35.0pytestpytest is the Python testing framework supporting test suite organization through test classes, directories...34.9Codecov APIREST API for Codecov code coverage reporting service, enabling programmatic access to coverage reports, bra...34.6Coveralls APIREST API for Coveralls code coverage history and statistics service, tracking test coverage over time and i...34.6Deepchecks Open-Source TestingThe AGPL-3.0 licensed open-source Python package for continuous validation of tabular, computer-vision, and...34.6Katalon TestOps APIAPI for Katalon TestOps test automation platform, providing endpoints for test case management, test execut...34.6PractiTest APIREST API for PractiTest test management platform supporting test case libraries, test runs, requirements, d...34.6SonarQube APIREST API for SonarQube code quality and security analysis platform, supporting test coverage metrics, code ...34.6TestRail APIREST API for TestRail test case management system, enabling programmatic creation, update, and retrieval of...34.6Zephyr Scale APIREST API for Zephyr Scale test management in Jira Cloud, supporting test case creation, test cycles, test e...34.6Mock Bank APIThe Mock Bank API provides a sandbox environment for testing and developing banking integrations without co...34.3Cucumber APIREST API and tooling for Cucumber BDD framework supporting test-first development with Gherkin feature file...32.9Tenderly Virtual TestNets REST APIProvision and manage production-mirroring virtual blockchain environments with state sync, unlimited faucet...32.9K6k6 is an open source load testing tool by Grafana Labs for testing the performance and reliability of APIs ...32.6Pearson VUE Web ServicesThe integration surface Pearson VUE offers test owners for candidate registration, scheduling and results d...32.3XRPL JSON-RPC API (Testnet)JSON-RPC interface to the XRP Ledger Altnet testnet for development and testing. Supports the same method s...32.1XRPL WebSocket API (Testnet)WebSocket interface to the XRP Ledger Altnet testnet for development and testing. Supports real-time subscr...32.1Schema.org Markup ValidatorThe Schema.org Markup Validator tests and validates structured data markup against the Schema.org vocabular...31.7Playground GraphQL APIGraphQL gateway providing stateful mock query and mutation access to the same dataset, with an interactive ...31.5Playground REST APIFree stateful mock REST API with session-scoped mutation overlays, dynamic collections, media generators, c...31.5Glama MCP InspectorBrowser-based MCP debugger that spins up an ephemeral sandbox from a server URL. Lets developers exercise t...30.3REST AssuredREST Assured is a Java DSL library for testing and validating RESTful APIs using a fluent, BDD-style syntax...30.3Xfers Testing APIAPI for testing purposes30.3Cucumber JVMJava/JVM implementation of Cucumber supporting Java, Kotlin, Scala, and other JVM languages. Distributed vi...29.4Cucumber RubyRuby implementation of Cucumber, the original Cucumber project. Distributed as the cucumber gem on RubyGems.29.4Cucumber.jsJavaScript/Node.js implementation of Cucumber for running BDD tests in Node and the browser. Distributed as...29.4Testcontainers Cloud Agent APIThe Testcontainers Cloud Agent API enables CI/CD pipelines and desktop environments to allocate hosted Dock...29.2Testcontainers Open-Source LibrariesA family of open-source libraries providing a programmatic API for spinning up and tearing down Docker cont...29.2TestRail APIREST API for TestRail test management including test plans, test runs, milestones, and reporting, enabling ...28.0TUF Conformance Test SuiteThe official TUF client conformance test suite for verifying that TUF client implementations correctly impl...28.0Greenhouse Assessment APIThe Assessment Partner API enables assessment platforms (code testing, video interviewing, personality test...26.6Apache JMeterApache JMeter is a load testing and performance measurement tool for web applications, databases, FTP serve...26.3
Emerging 34 Early or largely undocumented
Azure Playwright Testing Service APIAzure Playwright Testing is a managed cloud service for running Playwright tests at scale. It provides brow...25.5Playwright APIPlaywright provides a cross-browser automation API for end-to-end testing of web applications. It supports ...25.5Vegeta Load Testing ToolVegeta is an open source HTTP load testing tool and library written in Go for generating constant request r...25.2Build and Test APIsAPIs for build automation, test frameworks, code coverage tools, and quality gates that verify software cor...25.0Wove Testing APITest endpoints for API validation24.3RISC-V Spike ISA SimulatorSpike is the official RISC-V ISA Simulator and the golden reference implementation for RISC-V. It simulates...23.6JUnit 4 VintageThe legacy version of JUnit still widely used in Java projects.23.2JUnit 5 JupiterThe next generation of JUnit for Java 8 and beyond, providing an expressive API for writing tests and exten...23.2BehaveBehave is a Python BDD framework inspired by Cucumber that enables teams to write behavior specifications i...22.5CucumberCucumber is the world's most popular BDD framework, supporting Java, JavaScript, Ruby, Python, and C#. It u...22.5JBehaveJBehave is a pioneering BDD framework for Java and JVM languages. It supports web, REST API, and microservi...22.5SpecFlowSpecFlow is a BDD framework for .NET developers, enabling teams to write behavior specifications in Gherkin...22.5SuperTestSuperTest is a Node.js library for testing HTTP servers by providing a high-level abstraction for HTTP asse...22.1Mock Service WorkerMock Service Worker (MSW) is an open-source library for mocking REST, GraphQL, WebSocket, and Server-Sent E...21.9HeadSpin REST API (v0)HeadSpin's v0 REST API for authentication, real-device management, capture sessions, app (APK/IPA) instrume...21.8KarateKarate is an open source API test automation framework combining API testing, mocks, and performance testin...20.8NamekoNameko is a microservices framework for Python that provides tools for building, testing, and running servi...20.8Step CIStep CI is an open source API Quality Assurance framework that is language-agnostic and configured using YA...19.8Retrofit MockProvides behavior-simulating implementations of Retrofit interfaces for local testing without requiring a n...18.0Waldo Scripting (Core) APIW3C WebDriver + Appium-compatible endpoint for creating sessions on Waldo cloud devices and driving native,...17.9GatlingGatling is an open source load and performance testing framework for web applications and APIs with a Scala...17.0Gatling Enterprise Public APIThe Gatling Enterprise Edition public API enables you to trigger runs or fetch run results and metrics, inc...17.0Mockito CoreThe core Mockito mocking framework for creating mock objects, stubbing methods, verifying invocations, and ...17.0ReqnrollReqnroll is the open-source community continuation and fork of SpecFlow, maintaining full backward compatib...17.0SpecFlowSpecFlow is a BDD framework for .NET that bridges the communication gap between domain experts and develope...17.0NewmanNewman is the open source command-line companion for Postman that runs Postman collections from the CLI for...16.7PrismPrism is an open source HTTP mock and validation server from Stoplight that generates dynamic mock response...16.5Jest Core APICore testing framework API for writing and running tests, including globals, expect assertions, mock functi...15.3NUnit Framework APIThe core NUnit testing framework programming API for writing and executing unit tests in .NET applications....15.3Mirage JSMirage JS is a JavaScript library for mocking APIs. It enables frontend developers to build complete featur...15.1JMock Core APICore library for creating mock objects and defining expectations in Java tests using an expressive DSL. Sup...14.9PortmanPortman is an open source CLI tool that auto-generates Postman collections with contract and variation test...14.9COBOL CheckCOBOL Check is a unit testing framework for COBOL that enables test-driven development for mainframe code w...13.6Nordson Corporation APIThe Nordson Corporation API provides access to platform services and data for enterprise integration and au...11.2

Companies reaching this through an API (49)

These companies publish an API, specification or operation carrying “Testing” 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.

Ada Adobe Suite Amazon B2B Data Interchange Ankorstore API Dash Bolt Financial Bond Canonical Cequence Security Chef Ciena Civil Infrastructure Platform Conviva Datadog Defacto Dynatrace Glama Google Android Google Chrome Greenhouse handy Heron Juniper Networks Kalshi Kong KORE Wireless New Relic Open Mainframe Project OpenAI Promptfoo Redocly Retrofit RISC-V International Salesforce Automation Sandbox Banking Scalar Schema.org Singular Software Development Lifecycle Spring WebFlux Stripe Tenderly The Update Framework (TUF) Thumbtack Trellix Uzum Wove Xfers XRP Ledger

Score breakdown

Frequency
66.5
log-scaled weighted occurrences
Breadth
3.8
spread across providers
Quality lift
36.5
mean composite of providers using it
Cohesion
11.4
strength of nearest seed neighbor

Related tags

Quality Assurance 35 co-occurrences Test Automation 26 co-occurrences CI/CD 33 co-occurrences QA 17 co-occurrences Mocking 15 co-occurrences Continuous Integration 12 co-occurrences Developer Tools 68 co-occurrences API Testing 13 co-occurrences

Where this tag comes from

Provider tag139
Api tag129
Openapi tag12
Openapi op tag37

Cohort brief

Auto-generated

The 131 providers in the APIs.io catalog tagged Testing, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
131
all scored
Mean Kin Score
33.1
+9.2 vs catalog 23.9
Mean Agent Readiness
16.8
+4.8 vs catalog 12
Spread
5–72.5
median 33.2 · σ 14.9
How the 131 split by band
Exemplar 2Strong 9Developing 31Thin 42Emerging 40Minimal 7
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 35.5 23.4 +12.1 131
Operational Transparency 25.5 14 +11.5 131
Contract Quality 30.4 19.8 +10.6 131
Access Clarity 33.7 26.5 +7.2 131
Discoverability 65.8 61.2 +4.6 131
Contract Governance 9.2 6.4 +2.8 131

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) 14% 10% +4
MCP server (first-party) 19% 13% +6
Agent Skills 0% 0% 0
OAuth scopes 6% 11% -5
Security 94% 97% -3
Arazzo workflows 3% 2% +1
Governance rules 28% 14% +14

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 Postman 72.5
  2. 2 Checkly 71.1
  3. 3 BrowserStack 66.1
  4. 4 UiPath 66.1
  5. 5 Tricentis 64.7
  6. 6 TempMailGrab API 62.6
  7. 7 Stack Moxie 62.4
  8. 8 Gradle 55.8
  9. 9 Treblle 55.8
  10. 10 Signadot 55
Top by Agent Readiness
  1. 1 APIContext 60.1
  2. 2 Checkly 60
  3. 3 Kubeshop 51.8
  4. 4 Tricentis 44.6
  5. 5 Postman 44.2
  6. 6 BrowserStack 44.1
  7. 7 accessiBe 44.1
  8. 8 Coval 43.6
  9. 9 Limrun 43
  10. 10 LambdaTest 40.3
All 139 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 15 September 2026, across 27661 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

One button, every client — Claude, Cursor, VS Code and the rest.

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/testing"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/testing"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/testing/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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.

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