established · -1.6 capability action

Testing

Score 25.3 / 100 146 providers +47 via APIs 111 APIs Search apis.io →
Business capabilities this tag reaches
Software Product Engineering Management 1

Providers using this tag (146)

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

Exemplar 4 Complete, well-documented, and agent-ready
Strong 14 Solid coverage with minor gaps
Developing 30 Usable, with meaningful gaps to close
InsomniaAPI DesignCLIClientsDeveloper Tools1 API52.6BrunoAPI ClientAPI TestingDeveloper ToolsOpen Source6 APIs50.4APIContextAPI DirectoryAPI MonitoringAgent SkillsConformance5 APIs50.1PanayaCompanyTest AutomationTest Management1 API49.4Rainforest QAQATest AutomationSoftware Testing1 API48.8AssertibleAPI TestingMonitoringQuality Assurance1 API46.7AutifyhqCompanyArtificial IntelligenceAutomation6 APIs43.0CodSpeedCompanyPerformanceBenchmarkingContinuous Integration41.9ReflectAI TestingArtificial IntelligenceAutomated TestingCI/CD1 API41.5CopadoCompanyDevOpsSalesforceCI/CD40.9Confident CannabisCompanyCannabisLaboratoryLIMS3 APIs40.8MicroworkerMarketplaceData EntrySurveys1 API39.8ApidogAI CodingAPI DesignAPI LifecycleAPI Testing1 API52.9KubeshopCompanyKubernetesContinuous Integration3 APIs52.9accessiBeCompanyAccessibilityWeb AccessibilityWCAG1 API52.1ReplayCompanyDebuggingQuality Assurance1 API51.2Automation Preflight APIAutomationIntegrationDeveloper ToolsReadiness2 APIs49.3TestsigmaCompanyArtificial IntelligenceTest Automation1 API47.8Azure DevTest LabsMicrosoft AzureDevelopmentInfrastructureLabs1 API47.2Emerge ToolsCompanyB2BMobileDeveloper Tools1 API46.8LaunchableCompanyContinuous IntegrationTest Automation1 API46.3TeamCityBuild AutomationCI/CDContinuous IntegrationDeployment1 API45.6OkareoCompanyArtificial IntelligenceSynthetic DataVoice Agents1 API45.1PromptLensCompanyArtificial IntelligenceMonitoring1 API44.5QA WolfCompanyDeveloper ToolsTest Automation1 API44.0LocalStackCompanyDeveloper ToolsCloudEmulator1 API43.6Chaos MeshChaos EngineeringCloud-NativeCNCFKubernetes2 APIs42.2NucleiSecurity TestingVulnerability ScanningDAST1 API41.7ArdentCompanyDatabasePostgreSQLDatabase Branching1 API41.2TestimAPI TestingTest AutomationQuality AssuranceCI/CD1 API40.3
Thin 33 Limited public surface area
Sauce LabsCross-Browser TestingMobile TestingReal Devices2 APIs38.4Cypress.ioCompanyEnd-to-End TestingTest Automation1 API37.8DiffblueArtificial IntelligenceAutomationEnterprise2 APIs36.3OWASP ZAPSecurity TestingApplication SecurityVulnerability Scanning1 API36.2Parea AILLMEvaluationObservability1 API36.0RangerCompanyQuality AssuranceBrowser Automation35.3AntithesisCompanyDeveloper ToolsSoftware Testing1 API34.2ReqResDevelopmentPrototypingFake API6 APIs33.4PactContract TestingOpen Source1 API31.8CovalArtificial IntelligenceAgentsVoice AISimulation1 API31.5BugsterCompanyQATest Automation31.1HTTP ToolkitHTTPDebuggingProxyInterception4 APIs31.1FirecampAPI ClientClientsGraphQLGUI1 API29.8OpenlayerArtificial IntelligenceEvaluationObservability1 API29.2MockflyAPI PlatformMock APIsDeveloper Tools1 API28.6REST AssuredFunctional TestingJavaAPI Testing1 API27.6PercyVisual TestingVisual RegressionScreenshotsQA1 API26.7LimrunCompanyMobileiOSAndroid1 API38.2SeleniumAutomationBrowserEnd-to-End TestingQuality Assurance1 API38.1BeeceptorAPI MockingAutomationDebuggingHTTP Proxy1 API36.2LambdaTestCross-Browser TestingSeleniumCypress2 APIs35.9PearsonEducationLearningAssessmentCertification2 APIs35.0A2AParkAgent EvaluationAI AgentsA2AAgent Safety2 APIs34.9AmbassadorAPI DevelopmentGatewaysIngressKubernetes1 API34.3Traffic ParrotCompanyAPI SimulationDevelopment ToolsAI Agents1 API34.3AppiumAppiumAndroidCross-PlatformiOS13 APIs34.1MockServerMockingMock ServersService Virtualization2 APIs32.4Playground API — Free Stateful Mock REST & GraphQL ServiceDeveloper ToolsMock APIapi-sandbox1 API32.0MockoonMock ServersMockingREST API1 API31.2WireMockAPI MockingMock ServersMockingPlatform1 API30.5TestinyTest RunsTest ManagementQATest Cases1 API28.0TestRailTest RunsTest ManagementQATest Cases1 API27.7CucumberAutomationBDDBehavior-Driven DevelopmentGherkin5 APIs26.8
Emerging 46 Early or largely undocumented
HoverflyMocking1 API25.6JSONPlaceholderDevelopmentPrototypingFake API1 API25.3MockoCompanyAPI MockingDevelopment Tools5 APIs25.1Platzi Fake Store APIE-CommerceFake APIJWTPrototyping1 API25.1MockiCompanySoftware-as-a-ServiceMock API2 APIs24.8APIGitAPI DesignAPI LifecycleDeveloper ToolsDocumentation4 APIs24.4K6Load Testing6 APIs24.2LocustLoad TestingPerformance TestingOpen SourcePython1 API23.8Microsoft PlaywrightBrowser AutomationEnd-to-End TestingMicrosoft3 APIs23.4Hamming AIArtificial IntelligenceVoice AgentsLLM1 API23.2DeepchecksArtificial IntelligenceLLMEvaluation1 API23.1HeadSpinCompanyMobilePerformance1 API23.0SuperTestFunctional TestingHTTP TestingNode.js1 API22.9VegetaGoHTTPLoad TestingPerformance1 API21.5JUnitJavaTDDTest Automation2 APIs20.5OpticAPI GovernanceBreaking ChangesContract TestingDiff1 API19.7ParasoftCompanyAutomationSoftware1 API19.1TestcontainersIntegration TestingDockerContainers2 APIs18.9TestlioCompanyQuality AssuranceQA18.7Httpstat.usHTTPStatus-CodesDeveloper Tools1 API18.6AtomicJarCompanyDevOpsIntegration Testing17.9KarateFunctional Testing1 API17.9mockAPIAPI MockingCRUDMock ServersMocking1 API17.5Step CIAPI TestingFunctional TestingCI/CD1 API17.5NamekoAMQPDependency InjectionFrameworkMicroservices1 API16.8GatlingLoad TestingPerformance Testing2 APIs16.1Regression GamesCompanyArtificial IntelligenceGamingGame Development15.0SpecFlow.NETBDDCucumberGherkin2 APIs14.6EvvyCompanyHealthWomen's HealthDiagnostics14.4NewmanFunctional TestingCLIPostman1 API13.8JestJavaScriptMockingSnapshot Testing3 APIs12.1NUnit.NETC#FrameworkOpen Source4 APIs12.1Dependency InjectionDesign PatternsInversion of ControlSoftware Architecture1 API11.0Apache JMeterJavaLoad TestingOpen SourcePerformance Testing1 API24.2QaseTest RunsTest ManagementTest CasesQA1 API24.0MockitoJavaMockingUnit Testing1 API20.8evincedCompanyAccessibilityQuality Assurance20.6Mock Service WorkerAPI MockingGraphQLHTTPMock Servers1 API18.6WaldoCompanyDevOpsMobile1 API17.0MuuktestCompanyTest AutomationQA16.4PrismMocking1 API13.6PrompteamsArtificial IntelligencePrompt ManagementCollaborationVersion Control1 API12.2Mirage JSAPI MockingJavaScriptOpen Source1 API12.0JMockJavaMock ObjectsMockingTDD1 API11.7VoidZeroCompanyDeveloper ToolsJavaScriptBuild Tools11.3PortmanContract TestingOpenAPIPostman1 API11.1
Minimal 19 Almost no public developer surface

APIs with this tag (111)

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 15 Complete, well-documented, and agent-ready
Ada MCP ServerModel Context Protocol server exposing Ada's management surface to AI assistants — metrics, conversation tr...87.6Dynatrace Synthetic API v2The Dynatrace Synthetic API v2 provides programmatic access to synthetic monitoring resources including bro...84.5OpenAI Evals APIManage and run evals in the OpenAI platform.84.5Redocly Respect MonitoringRespect Monitoring is Redocly's continuous, API-aware monitoring product powered by OpenAPI Arazzo workflow...81.1Stripe Test Helpers APIStripe provides a number of resources for testing your integration. Make sure to test the following use cas...81.1PostmanPostman is the single platform for collaborative API development used by 35+ million developers. It covers ...78.0Postman Monitors APIThe Monitors API runs Postman Collections on a recurring schedule to validate API health, performance, and ...78.0Datadog Synthetics APIThe Synthetics API allows you to manage API tests and browser tests programmatically. Datadog Synthetics us...77.6Adobe Target APIManage personalization activities, audiences, offers, and deliver experiences across web, mobile, and IoT c...77.3ChecklyCheckly is a monitoring-as-code platform for API and synthetic monitoring with Playwright-based browser che...72.5Hilt Testing APIThe testing API from Hilt — 3 operation(s) for testing.72.4Kong InsomniaKong Insomnia is an open-source API development platform for designing, debugging, and testing APIs. It sup...71.8AxonFlow Testing APIPolicy testing and validation71.3New Relic Synthetics APIThe New Relic Synthetics API, available through NerdGraph, allows you to programmatically create, update, d...71.0Scalar API ClientScalar API Client is a fully open-source, offline-first REST API client built on the OpenAPI standard. Supp...70.3
Strong 18 Solid coverage with minor gaps
BrowserStack Accessibility Testing APIThe BrowserStack Accessibility Testing API provides REST access to workflow analyzer, assisted tests, websi...66.3BrowserStack App Accessibility Testing APIThe BrowserStack App Accessibility REST API enables programmatic access to accessibility data for mobile ap...66.3BrowserStack Automate APIThe BrowserStack Automate REST API provides access to plan, project, build, and session details for Seleniu...66.3BrowserStack JavaScript Testing APIThe BrowserStack JavaScript Testing API provides HTTPS-based access to run JavaScript unit tests across 300...66.3BrowserStack Low Code Automation APIThe BrowserStack Low Code Automation REST API enables triggering test suite executions and retrieving build...66.3BrowserStack Test Management APIThe BrowserStack Test Management API provides REST access to manage test projects, folders, test cases, tes...66.3BrowserStack Test Reporting and Analytics APIThe BrowserStack Test Reporting and Analytics API provides programmatic access to upload JUnit XML and Allu...66.3Speakeasy Contract TestingAPI contract test generation using OpenAPI specs and the Arazzo specification. Generates both test code and...66.3Singular Testing Console APIBETA integration-testing API. Register a real test device to open a one-hour logging session, then read bac...65.8Raiffeisenbank (Russia) Testing APIДля получения тестовых данных для интеграции напишите на ecom@raiffeisen.ru. В ответном письме мы отправим ...63.2Treblle Aspen API TestingAspen is Treblle's intelligent API testing application for macOS featuring AI-powered capabilities through ...62.6Heron Testing APIThe Testing API from Heron — 2 operation(s) for testing.62.1Bolt Financial Testing APIThe testing endpoint allows you to test various functionality within Bolt. Create a test credit card to pro...60.7JSNAPy APIPython-based snapshot and test framework for Junos devices.58.7Juniper JSNAPyPython-based tool for snapshot and verification of network device configurations.58.7Conviva Validation Timeline API v2Session validation timeline data for QA and sensor-integration testing, queried by viewer_id and/or session...58.4Bond Simulation (Sandbox) APISandbox-only endpoints for deterministically testing banking flows before going live — simulate a card tran...58.2TestFairy REST APIREST API for managing TestFairy projects, builds, testers, tester groups, sites, webhooks, permissions, fee...54.3
Developing 15 Usable, with meaningful gaps to close
InsomniaInsomnia is an open-source, cross-platform API development platform by Kong for designing, debugging, and t...52.6Panaya APIPanaya's REST API surface, including the Test Dynamix APIs (Transaction, Cycles, Folder, Business Process, ...49.4Testsigma REST APIREST API to manage Testsigma entities (projects, applications, environments, elements, uploads, test plans)...47.8Cloud Testing APIThe Cloud Testing API powers Firebase Test Lab, enabling developers to test Android and iOS apps on real an...47.6KORE Wireless Testing APIAPIs that are currently under testing47.4Amazon B2B Data Interchange Testing APITest and validate mappings, parsing, and conversions46.3Launchable APIThe Launchable (CloudBees Smart Tests) service API that the Launchable CLI calls to record builds, create t...46.3Chrome DevTools ProtocolInstrument, inspect, debug and profile Chromium, Chrome and other Blink-based browsers.46.2Defacto Testing APIThe Testing API from Defacto — 5 operation(s) for testing.45.3Ankorstore Testing APIℹ️ This section is dedicated to the testing API during development process. The listed endpoints are **not ...43.3Spring WebFlux TestingTesting support for WebFlux applications including WebTestClient for integration testing of server endpoint...42.2Trellix API ExplorerInteractive API documentation and testing tool for Trellix security products formerly under the FireEye bra...41.8NucleiNuclei is an open source vulnerability scanner from ProjectDiscovery that uses YAML-based templates to find...41.7Cequence API Security TestingAPI Security Testing extends Cequence into shift-left, performing pre-production OpenAPI conformance and vu...41.2handy Testing APIThe Testing API from handy — 1 operation(s) for testing.40.9
Thin 28 Limited public surface area
Ciena Emulation Cloud APICiena Emulation Cloud is an open application development environment enabling developers to create, test, a...38.1Selenium GridSelenium Grid allows you to run test cases in different machines across different platforms. It enables the...38.1Selenium WebDriverWebDriver is a browser automation framework that accepts commands and sends them to a browser. It is implem...38.1Cypress Cloud Data Extract APIEnterprise reporting API that returns test and run analytics and raw test-result data from Cypress Cloud. R...37.8Promptfoo CLIThe Promptfoo CLI is the primary entry point for running prompt and model evaluations from the command line...36.3Beeceptor APIBeeceptor's management API provides programmatic access to create and manage mock endpoints, rules, and tra...36.2Pearson VUE Web ServicesThe integration surface Pearson VUE offers test owners for candidate registration, scheduling and results d...35.0CIP TestingThe CIP Testing working group runs continuous-integration and hardware-in-the-loop testing on member-suppli...34.8Greenhouse Assessment APIThe Assessment Partner API enables assessment platforms (code testing, video interviewing, personality test...34.7AmbassadorAmbassador offers a suite of products designed to deliver API developer experiences that fuel innovation. T...34.3Ambassador Blackbird API Development PlatformBlackbird is an API development platform that helps developers design, build, test, and manage APIs with AI...34.3Playground GraphQL APIGraphQL gateway providing stateful mock query and mutation access to the same dataset, with an interactive ...32.0AGL LAVA Test Lab APIThe REST API of AGL's public LAVA (Linaro Automated Validation Architecture) continuous integration lab, wh...31.8Pact Broker APIPact Broker is a hypermedia HAL API for storing and retrieving consumer contracts created with the Pact con...31.8Mock Bank APIThe Mock Bank API provides a sandbox environment for testing and developing banking integrations without co...31.2Glama MCP InspectorBrowser-based MCP debugger that spins up an ephemeral sandbox from a server URL. Lets developers exercise t...29.7Kalshi Trade API (Demo)Demo / sandbox environment for the Kalshi Trade API - mirrors production semantics with simulated balances ...29.4Schema.org Markup ValidatorThe Schema.org Markup Validator tests and validates structured data markup against the Schema.org vocabular...28.8Thumbtack Testing APIThe Testing API from Thumbtack — 1 operation(s) for testing.28.7Xfers Testing APIAPI for testing purposes28.7Wove Testing APITest endpoints for API validation27.8REST AssuredREST Assured is a Java DSL library for testing and validating RESTful APIs using a fluent, BDD-style syntax...27.6Tenderly Virtual TestNets REST APIProvision and manage production-mirroring virtual blockchain environments with state sync, unlimited faucet...27.5XRPL JSON-RPC API (Testnet)JSON-RPC interface to the XRP Ledger Altnet testnet for development and testing. Supports the same method s...27.5XRPL WebSocket API (Testnet)WebSocket interface to the XRP Ledger Altnet testnet for development and testing. Supports real-time subscr...27.5Cucumber JVMJava/JVM implementation of Cucumber supporting Java, Kotlin, Scala, and other JVM languages. Distributed vi...26.8Cucumber RubyRuby implementation of Cucumber, the original Cucumber project. Distributed as the cucumber gem on RubyGems.26.8Cucumber.jsJavaScript/Node.js implementation of Cucumber for running BDD tests in Node and the browser. Distributed as...26.8
Emerging 34 Early or largely undocumented
TUF Conformance Test SuiteThe official TUF client conformance test suite for verifying that TUF client implementations correctly impl...25.0Apache JMeterApache JMeter is a load testing and performance measurement tool for web applications, databases, FTP serve...24.2K6k6 is an open source load testing tool by Grafana Labs for testing the performance and reliability of APIs ...24.2Build and Test APIsAPIs for build automation, test frameworks, code coverage tools, and quality gates that verify software cor...24.1Azure Playwright Testing Service APIAzure Playwright Testing is a managed cloud service for running Playwright tests at scale. It provides brow...23.4Playwright APIPlaywright provides a cross-browser automation API for end-to-end testing of web applications. It supports ...23.4Deepchecks Open-Source TestingThe AGPL-3.0 licensed open-source Python package for continuous validation of tabular, computer-vision, and...23.1HeadSpin REST API (v0)HeadSpin's v0 REST API for authentication, real-device management, capture sessions, app (APK/IPA) instrume...23.0SuperTestSuperTest is a Node.js library for testing HTTP servers by providing a high-level abstraction for HTTP asse...22.9RISC-V Spike ISA SimulatorSpike is the official RISC-V ISA Simulator and the golden reference implementation for RISC-V. It simulates...21.5Vegeta Load Testing ToolVegeta is an open source HTTP load testing tool and library written in Go for generating constant request r...21.5Mockito CoreThe core Mockito mocking framework for creating mock objects, stubbing methods, verifying invocations, and ...20.8JUnit 4 VintageThe legacy version of JUnit still widely used in Java projects.20.5JUnit 5 JupiterThe next generation of JUnit for Java 8 and beyond, providing an expressive API for writing tests and exten...20.5Testcontainers Cloud Agent APIThe Testcontainers Cloud Agent API enables CI/CD pipelines and desktop environments to allocate hosted Dock...18.9Testcontainers Open-Source LibrariesA family of open-source libraries providing a programmatic API for spinning up and tearing down Docker cont...18.9Mock Service WorkerMock Service Worker (MSW) is an open-source library for mocking REST, GraphQL, WebSocket, and Server-Sent E...18.6KarateKarate is an open source API test automation framework combining API testing, mocks, and performance testin...17.9Step CIStep CI is an open source API Quality Assurance framework that is language-agnostic and configured using YA...17.5Waldo Scripting (Core) APIW3C WebDriver + Appium-compatible endpoint for creating sessions on Waldo cloud devices and driving native,...17.0NamekoNameko is a microservices framework for Python that provides tools for building, testing, and running servi...16.8Retrofit MockProvides behavior-simulating implementations of Retrofit interfaces for local testing without requiring a n...16.5GatlingGatling is an open source load and performance testing framework for web applications and APIs with a Scala...16.1Gatling Enterprise Public APIThe Gatling Enterprise Edition public API enables you to trigger runs or fetch run results and metrics, inc...16.1ReqnrollReqnroll is the open-source community continuation and fork of SpecFlow, maintaining full backward compatib...14.6SpecFlowSpecFlow is a BDD framework for .NET that bridges the communication gap between domain experts and develope...14.6NewmanNewman is the open source command-line companion for Postman that runs Postman collections from the CLI for...13.8PrismPrism is an open source HTTP mock and validation server from Stoplight that generates dynamic mock response...13.6COBOL CheckCOBOL Check is a unit testing framework for COBOL that enables test-driven development for mainframe code w...12.5Jest Core APICore testing framework API for writing and running tests, including globals, expect assertions, mock functi...12.1NUnit Framework APIThe core NUnit testing framework programming API for writing and executing unit tests in .NET applications....12.1Mirage JSMirage JS is a JavaScript library for mocking APIs. It enables frontend developers to build complete featur...12.0JMock Core APICore library for creating mock objects and defining expectations in Java tests using an expressive DSL. Sup...11.7PortmanPortman is an open source CLI tool that auto-generates Postman collections with contract and variation test...11.1
Minimal 1 Almost no public developer surface

Companies reaching this through an API (47)

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 Automotive Grade Linux AxonFlow Bolt Financial Bond Cequence Security Ciena Civil Infrastructure Platform Conviva Datadog Defacto Glama Google Android Google Chrome Greenhouse handy Heron Hilt Juniper Networks Kalshi Kong KORE Wireless New Relic Open Mainframe Project OpenAI Promptfoo Raiffeisenbank (Russia) Redocly Retrofit RISC-V International Sandbox Banking Scalar Schema.org Singular Software Development Lifecycle Spring WebFlux Stripe Tenderly The Update Framework (TUF) Thumbtack Trellix Wove Xfers XRP Ledger

Score breakdown

Frequency
65.0
log-scaled weighted occurrences
Breadth
3.3
spread across providers
Quality lift
32.6
mean composite of providers using it
Cohesion
11.5
strength of nearest seed neighbor

Where this tag sits

146 providers carry this tag directly, and 202 counting the 6 narrower tags below — 56 more to reach.

API Testing 50 providers Test Automation 29 providers QA 22 providers Software Testing 8 providers Load Testing 14 providers Mocking 20 providers

Related tags

Quality Assurance 30 co-occurrences Test Automation 24 co-occurrences CI/CD 33 co-occurrences QA 17 co-occurrences Mocking 16 co-occurrences Mock Servers 10 co-occurrences Continuous Integration 11 co-occurrences

Where this tag comes from

Provider tag148
Api tag111
Openapi tag11
Openapi op tag35

Cohort brief

Auto-generated

The 139 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
139
of 146 in the catalog
Mean Kin Score
32.5
+10.3 vs catalog 22.2
Mean Agent Readiness
17.6
+5.6 vs catalog 12
Spread
0–78
median 31.2 · σ 17.2
How the 139 split by band
Exemplar 4Strong 14Developing 30Thin 33Emerging 45Minimal 13
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 37.6 23.2 +14.4 139
Operational Transparency 23.4 13 +10.4 139
Contract Quality 27 17.2 +9.8 139
Access Clarity 32.2 23.9 +8.3 139
Discoverability 62 57.9 +4.1 139
Contract Governance 10.2 6.5 +3.7 139

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) 25% 13% +12
MCP server (first-party) 21% 12% +9
Agent Skills 0% 0% 0
OAuth scopes 6% 11% -5
Security 95% 98% -3
Arazzo workflows 4% 2% +2
Governance rules 29% 16% +13

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 78
  2. 2 Checkly 72.5
  3. 3 Tricentis 68.6
  4. 4 UiPath 66.6
  5. 5 BrowserStack 66.3
  6. 6 Speakeasy 66.3
  7. 7 Stack Moxie 64.5
  8. 8 TempMailGrab API 63.2
  9. 9 Treblle 62.6
  10. 10 Scorecard 59.4
Top by Agent Readiness
  1. 1 Coval 60.7
  2. 2 Checkly 59.5
  3. 3 APIContext 59.5
  4. 4 Postman 55.6
  5. 5 Speakeasy 52.5
  6. 6 Scorecard 49.8
  7. 7 accessiBe 45.2
  8. 8 Kubeshop 45.1
  9. 9 Limrun 44.4
  10. 10 BrowserStack 43.7
All 146 members of this roster resolve to a provider in the catalog; 139 carry a score (95%). The figures above describe the scored members only.
Coverage caveat. 111 of 139 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 24 October 2026, across 31984 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"

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