established · -1.5 marketcapability domainschema

CI/CD

Score 26.7 / 100 137 providers +45 via APIs 84 APIs Search apis.io →

Providers using this tag (137)

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

Exemplar 20 Complete, well-documented, and agent-ready
GitHub ActionsContinuous IntegrationContinuous DeploymentDevOps2 APIs82.6CircleCIContinuous IntegrationContinuous DeploymentDevOps3 APIs73.5BitbucketAtlassianCode CollaborationCode Review1 API71.9BuildkiteContinuous IntegrationContinuous DeliveryDevOps2 APIs69.0Amazon CodeCatalystAmazonAmazon Web ServicesDeveloper Tools7 APIs68.7Google Cloud BuildBuild AutomationContainer BuildContinuous Delivery1 API66.7HarnessDevOpsGitOpsInternal Developer PortalLifecycle1 API87.7PostmanEnvironmentFlowSpecificationWorkspace21 APIs82.5Azure DevOpsAgileDeveloper ToolsDevOps11 APIs81.9Amazon CodeDeployAmazonAmazon Web ServicesDeploymentDevOps3 APIs80.0CurrentsCompanyTestingPlaywrightTest Automation2 APIs77.7JFrogArtifactoryContainer RegistryDeveloper Tools14 APIs76.8AWS App RunnerAmazon Web ServicesContainersDeployment23 APIs71.9AWS CodeBuildAmazon Web ServicesBuildsContinuous Integration14 APIs71.8Amazon CodePipelineAmazonAmazon Web ServicesContinuous Delivery4 APIs71.6CloudBeesContinuous DeliveryContinuous IntegrationDeveloper Tools2 APIs70.3BrowserStackAccessibilityAppiumApplicationAutomation1 API68.1MailosaurEmail TestingSMS TestingDeveloper ToolsQA Automation1 API68.0RoutebaseAPI lifecycle managementAPI DesignOpenAPIAPI Documentation1 API67.7GiteaGiteaVersion ControlDevOps1 API67.2
Strong 24 Solid coverage with minor gaps
Databricks Asset BundlesData EngineeringDatabricksDeployment1 API65.1capawesome-ioMobileDevOpsOTA1 API64.0DaggerBuild AutomationBuildKitContainers1 API58.9NevercodeCompanyContinuous IntegrationContinuous Delivery1 API56.7Octopus DeployDevOpsContinuous DeliveryDeployment AutomationRelease Management1 API65.5Bump.shAPI ChangelogAPI DocumentationAPI HubAPI Governance1 API65.2Azure PipelinesAutomationBuildsDeployment2 APIs63.4DeployxaPlatform-as-a-ServiceCloud DeploymentDevOps1 API62.9KonduktoCompanyApplication SecurityASPMVulnerability Management2 APIs62.9GitHub EnterpriseVersion ControlDevOpsCode Hosting3 APIs61.9Google Cloud DeployContinuous DeliveryDeploymentDevOpsKubernetes1 API61.9ReleaseCompanyDeveloper ToolsEphemeral EnvironmentsPlatform Engineering1 API61.8GradleCompanyDeveloper ToolsBuild AutomationDeveloper Productivity1 API61.1CodecovCompanyCode CoverageDevOps1 API59.7AmikaCompanyAI AgentsCoding AgentsDeveloper Tools1 API58.9JFrog ArtifactoryArtifactsDevOpsdocker-registry4 APIs58.9KeployTesting & QAAPI TestingIntegration/Regression TestingUnit Test Generation1 API58.9TesterarmyCompanyQASoftware TestingBrowser Automation1 API56.9Continuous Delivery FoundationAutomationDevOpsLinux Foundation4 APIs56.2GitarCompanyDeveloper ToolsCode Review1 API56.2SonarSourceCompanyCode QualityStatic AnalysisCode Security33 APIs56.1ChoreoAi AppsAPI ManagementCloud-Native3 APIs55.7Rainforest QATestingQATest AutomationSoftware Testing1 API55.1Latchkey Jobs APIDevOpsGitHub ActionsEphemeral Compute1 API54.5
Developing 31 Usable, with meaningful gaps to close
JetBrainsDeveloper ToolsIDEJetBrains5 APIs54.0Bitbucket PipelinesDevOpsPipelinesAtlassian1 API51.1Defakto SecuritySecurityIdentityNon-Human IdentityWorkload Identity2 APIs49.6ShipyardCompanyEphemeral EnvironmentsDevOps2 APIs49.5ArgoCNCFGitOpsKubernetes3 APIs47.0GitLab CI/CDDevOpsPipelinesGitLab1 API47.0AppcircleMobileAutomationiOS46.5CopadoCompanyDevOpsSalesforce46.1SemaphoreContinuous IntegrationContinuous DeliveryPipelines1 API41.4CodesphereCompanySoftware-as-a-ServiceCloudDeployment1 API52.9ArdentCompanyDatabasePostgreSQLDatabase Branching1 API52.7QA WolfCompanyDeveloper ToolsTestingTest Automation1 API52.5AppdomeCompanyMobile App SecurityMobile App DefenseDevSecOps3 APIs50.7DevtronCompanyDevOpsKubernetes1 API49.3Cloud Native BuildpacksCloud Native BuildpacksBuild ToolsCloud-Native1 API49.2AssertibleAPI TestingMonitoringQuality AssuranceTesting1 API48.9EngFlowCompanyRemote ExecutionRemote CachingBuild Systems1 API47.3VersCompanyComputeVirtualizationMicroVM1 API47.0TestimAPI TestingTest AutomationQuality Assurance1 API46.9PactFlowCompanyAPI TestingContract TestingMicroservices8 APIs46.7vibgrate-comCompanyCode-DriftDeveloper Tools2 APIs46.4BazelBuild SystemsBuild ToolsBzlmod1 API46.3TeamCityBuild AutomationContinuous IntegrationDeployment1 API45.1InfisicalSecrets ManagementSecurityDevOpsDeveloper Tools1 API44.8Woodpecker CICompanyContinuous IntegrationContinuous DeliveryDevOps1 API43.9ReflectAI TestingArtificial IntelligenceAutomated Testing1 API43.4LaunchableCompanyContinuous IntegrationTestingTest Automation1 API42.9CycloidAsset InventoryCloud Cost ManagementCloud Management1 API42.4TestSpriteCompanySoftware TestingAPI TestingTest Automation41.0RosenticDeveloper ToolsVersion ControlStatic Analysis3 APIs40.0TrunkDeveloper ToolsCode QualityFlaky Tests1 API39.3
Thin 33 Limited public surface area
DopplerSecrets ManagementSecretOpsDevOpsConfiguration Management1 API38.4OpseraCompanyDevOpsDevSecOps1 API35.2AvreaCompanyContinuous IntegrationGitHub Actions33.7CodefreshContinuous DeliveryGitOpsArgo1 API32.1IncredibuildCompanyDevOpsBuild AccelerationContinuous Integration1 API28.0BytebaseDatabaseDevOpsSchema Migration1 API27.7JenkinsAutomationBuild ServerContinuous Delivery4 APIs39.0Cypress.ioCompanyTestingEnd-to-End TestingTest Automation1 API37.7Sauce LabsTestingCross-Browser TestingMobile TestingReal Devices2 APIs36.8TurborepoBuild SystemsMonorepoJavaScriptTypeScript1 API36.5Argo CDArgoCDDevOpsGitOpsKubernetes1 API36.2KetryxCompanyMedical DevicesLife SciencesCompliance1 API35.7SpinnakerContinuous DeliveryContainersDevOpsMulti-Cloud1 API35.4The GuildAPI CompositionAPI GatewayAPI ObservabilityBreaking Changes10 APIs34.7A2AParkAgent EvaluationAI AgentsA2AAgent Safety2 APIs33.7ShorebirdCompanyCloud SaasFlutterCode Push32.2TestmailEmail TestingDeveloper ToolsAPI TestingGraphQL1 API32.1DroneContinuous IntegrationContinuous DeliveryDevOps1 API31.9smartcut-devCompanyDeveloper ToolsAutomation1 API31.2ForgejoVersion ControlSelf-HostedDevOps1 API30.7ExpoReact NativeMobile DevelopmentBuild AutomationOver-the-Air Updates7 APIs30.6InfuseAICompanyArtificial IntelligenceDataReview30.4Travis CIDevOpsBuildsOpen Source1 API29.9CodeNOWCompanyDevOpsSoftware DeliveryPlatform Engineering1 API29.7MendralCompanyDevOpsSecurity29.6CraftingCompanyDeveloper ToolsAI SandboxesCoding Agents28.9BlacksmithGitHub ActionsRunnersCaching1 API28.7BuildahBuild ToolsContainer ImagesContainers28.7TestmoTest RunsTest ManagementTest AutomationQA1 API28.3PercyVisual TestingVisual RegressionScreenshotsQA1 API28.2BugsterCompanyTestingQATest Automation28.0BeanstalkCompanyDevOpsCode Hosting1 API27.2DepotContainer BuildsDockerBuildKitRemote Cache1 API26.4
Emerging 21 Early or largely undocumented
OneDevCompanyDevelopmentVersion Control24.2WerfDeploymentDevOpsGitOps24.1TektonDevOpsKubernetesCNCF1 API20.9GardenKubernetesDeveloper ToolsPlatform Engineering9 APIs20.6AutoRABITSalesforceDevSecOpsCompliance12.7Agentic PipelineDevOpsAutomationAI Agents1 API12.6ApproximaCompanySoftware DevelopmentAI AgentsTesting12.2DeepEvalLLM EvaluationLLM TestingEvaluation FrameworkEvaluation Metrics25.4SaltoCompanyCloud SaasConfiguration ManagementDevOps23.2EarthlyBuild AutomationContainersDocker22.9Thunder ClientAPI ClientAPI TestingCLI2 APIs21.8Apache AntApacheAutomationBuild Tools2 APIs21.5ShopprCompanyQATestingAutomation20.4Sourcehut GraphQLGraphQLDeveloper ToolsSoftware ForgeVersion Control1 API18.5packagecloudPackage ManagementRepository HostingDevOpsDebian1 API17.5TestcontainersTestingIntegration TestingDockerContainers2 APIs17.5WaldoCompanyDevOpsTestingMobile1 API16.9MuuktestCompanyTestingTest AutomationQA16.6Step CIAPI TestingFunctional TestingTesting1 API16.4Arga LabsCompanyAPI TestingSandboxDigital Twin1 API15.2RenovateAutomationConfigurationDependency Management12.0
Minimal 8 Almost no public developer surface
/dev/fastCompanyDeveloper ToolsCode ReviewCode Hosting3.0AthenianCompanyEngineering IntelligenceSoftware Development AnalyticsDeveloper Productivity1 API0.0Jenkins PipelineAutomationContinuous DeliveryContinuous Integration10.9Gerrit Code ReviewCompanyCode ReviewOpen SourceVersion Control6.8DevSecOpsApplication SecurityAutomationBest Practices3.3ApifoxMock2.7DistelliCompanyDevOpsDeploymentContinuous Delivery0.0ElasticBoxCompanyCloudMulti-CloudApplication Deployment0.0

APIs with this tag (84)

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 27 Complete, well-documented, and agent-ready
GitHub Checks APIThe GitHub Checks API lets you create and manage check runs and check suites that report detailed status, a...85.0Azure DevOps Artifacts APIThe Azure DevOps Artifacts API provides REST endpoints for managing package feeds including NuGet, npm, Mav...81.9Azure DevOps Release APIThe Azure DevOps Release API provides REST endpoints for managing release pipelines, deployments, and envir...81.9Datadog CI Visibility Pipelines APIThe CI Visibility Pipelines API allows you to search or aggregate CI Visibility pipeline events and send th...80.0Datadog CI Visibility Tests APIThe CI Visibility Tests API allows you to search or aggregate CI Visibility test events over HTTP. It provi...80.0Datadog DORA Metrics APIThe DORA Metrics API allows you to search and send events for DORA Metrics to measure and improve software ...80.0Atlassian Bitbucket Commit Statuses APIThe Atlassian Bitbucket Commit Statuses API enables managing build statuses associated with commits.79.8Atlassian Bitbucket Deployments APIThe Atlassian Bitbucket Deployments API enables managing deployment information for Bitbucket Cloud reposit...79.8Atlassian Bitbucket Pipelines APIThe Atlassian Bitbucket Pipelines API enables managing Bitbucket Pipelines CI/CD configurations and builds.79.8Atlassian Jira Software Builds APIThe Atlassian Jira Software Builds API enables sending build information to Jira Software for CI/CD visibil...79.8Atlassian Jira Software Deployments APIThe Atlassian Jira Software Deployments API enables sending deployment information to Jira Software for CI/...79.8Microsoft Azure DevOps REST APIAzure DevOps provides developer services for allowing teams to plan work, collaborate on code development, ...75.7Stoplight CLIThe Stoplight CLI enables programmatic linting of API descriptions and pushing analysis results to the Stop...74.1Stoplight SpectralSpectral is an open-source JSON and YAML linter for creating automated API style guides and governance rule...74.1CircleCI Orbs RegistryCircleCI Orbs are shareable, reusable packages of CircleCI configuration that simplify build setup and inte...73.5CircleCI Self-Hosted Runner APIThe CircleCI Self-Hosted Runner API enables management and execution of jobs on self-hosted runner infrastr...73.5CircleCI WebhooksCircleCI Webhooks allow developers to receive real-time notifications about events in their CI/CD pipelines...73.5Appian Deployment REST APIThe Appian Deployment REST API provides endpoints for exporting, inspecting, and importing applications and...70.7OCI DevOps APIEnd-to-end CI/CD platform for building, testing, and deploying software on Oracle Cloud, with private Git r...70.4CloudBees CI REST APICloudBees CI is a hardened, enterprise distribution of Jenkins. The REST API is the Jenkins remote access A...70.3Buildkite Agent APIBackplane consumed by the Buildkite Agent (open source, Go) to register, deregister, accept and finish jobs...69.0Buildkite GraphQL APIGraphQL endpoint that returns deeply nested data on organizations, pipelines, builds, jobs, agents, cluster...69.0Buildkite MCP ServerOfficial Model Context Protocol server that exposes Buildkite REST API surfaces (pipelines, builds, jobs, a...69.0Buildkite WebhooksOutbound HTTP notifications fired in response to build, job, agent, ping, deployment, and package events ac...69.0DevOps Secrets Vault APIREST API for Delinea DevOps Secrets Vault (DSV), a cloud-native secrets management service for DevOps pipel...68.6BrowserStack Low Code Automation APIThe BrowserStack Low Code Automation REST API enables triggering test suite executions and retrieving build...68.1Gitea Actions APIGitHub-Actions-compatible workflow engine embedded in Gitea. The Actions API surface is exposed under the m...67.2
Strong 19 Solid coverage with minor gaps
IBM Cloud Continuous Delivery ToolchainCreate and manage toolchains that integrate development, deployment, and operations tools for continuous de...65.8IBM Cloud Tekton PipelineCreate and manage Tekton-based continuous integration and continuous delivery pipelines within Kubernetes c...65.8Databricks Asset Bundles APIThe Databricks Asset Bundles API provides CLI-driven endpoints for initializing, validating, deploying, run...65.1ServiceNow CI/CD APIThe ServiceNow CI/CD API provides REST endpoints for integrating ServiceNow application development with co...61.9ServiceNow CI/CD Update Set APIThe ServiceNow CI/CD Update Set API provides REST methods to create, retrieve, preview, commit, and back ou...61.9ServiceNow DevOps APIThe ServiceNow DevOps API provides REST endpoints for integrating external DevOps toolchains with ServiceNo...61.9npm Provenancenpm Provenance provides supply chain security for JavaScript packages by establishing a verifiable link bet...59.0Keploy Kubernetes Proxy REST APISelf-hosted REST API of the Keploy Kubernetes Proxy, an in-cluster control plane (Helm chart k8s-proxy) tha...58.9Keploy MCP ServerHosted, remote Model Context Protocol server (streamable HTTP, bearer kep_ PAT auth) at https://api.keploy....58.9LambdaTest HyperExecute APIREST API for the HyperExecute AI-native test orchestration platform. Provides endpoints for triggering dist...58.8Metadata API (Experience Cloud)Deploy and retrieve Experience Cloud site configurations, navigation menus, and digital experience bundles....58.8Xperience Portal APIHTTP API for the Kentico SaaS control plane. Uploads a deployment ZIP package to an Xperience Portal projec...57.4Fortify CI/CD APICI/CD pipeline integration endpoints57.0PactFlowPactFlow is SmartBear's contract testing platform that ensures API changes do not break consumer applicatio...57.0Artillery Cloud APIArtillery Cloud is the hosted platform behind the open source Artillery CLI: it runs distributed load and P...56.4CDEvents SpecificationCDEvents is a common specification for Continuous Delivery events that enables interoperability across CI/C...56.2TektonTekton is a Kubernetes-native open source framework for creating CI/CD systems. It defines Custom Resource ...56.2Check CLIThe Check Command-Line Interface is a Python-based CLI installed via the uv package manager that exposes 27...56.0Rover CLIRover is the command-line interface for managing and maintaining graphs with Apollo GraphOS. It supports pu...55.5
Developing 10 Usable, with meaningful gaps to close
MuleSoft Anypoint Runtime Manager APIThe Anypoint Runtime Manager API provides programmatic control over Mule application deployments across Clo...53.8OpenShift Build APIAPI for managing application builds and build configurations.53.2Red Hat OpenShift GitOps (ArgoCD) APIOpenShift GitOps is built on Argo CD and provides a GitOps continuous delivery solution for OpenShift clust...53.2Red Hat OpenShift Pipelines (Tekton) APIOpenShift Pipelines is a cloud-native CI/CD solution based on Tekton that runs pipelines as Kubernetes-nati...53.2Bruno CLI (bru)The @usebruno/cli command-line runner (invoked as bru, installed via npm install -g @usebruno/cli) executes...51.4Appdome Build2Secure APIThe Appdome Build2Secure (DEV-API) REST API automates Appdome's no-code mobile app defense pipeline — uploa...50.7Liblab SDK GeneratorCloud-based generator that produces customizable, type-safe SDKs in seven target stacks (TypeScript, Python...50.3Testsigma REST APIREST API to manage Testsigma entities (projects, applications, environments, elements, uploads, test plans)...47.9CloudGuard Code Security (Spectral) APICloudGuard Code Security (formerly Spectral) provides developer-first secrets detection, infrastructure-as-...46.8Sideko SDK Update ActionGitHub Action that keeps Sideko-generated SDKs up to date with their parent API. Runs `sideko sdk update` i...43.3
Thin 13 Limited public surface area
FlutterFlow Project APIsREST API for programmatically managing FlutterFlow projects: list projects, list and export partitioned pro...38.8CoreDash Releases API (CI/CD)Deployment endpoints for CI/CD pipelines, POST /api/project/releases/ingest to record a release tag and POS...37.9Lingo.dev CLIOpen-source command-line tool that localizes JSON, YAML, Markdown, CSV, and PO files in one command, tracki...37.9Promptfoo Code ScanningPromptfoo Code Scanning analyzes source code in IDEs and CI pipelines to find LLM-related vulnerabilities i...36.0A2AParkBench Team Feed APIThe licensing and feed surface behind A2AParkBench's paid Team feed: POST /api/license/activate exchanges a...33.7Traceable Active Security TestingTraceable Active Security Testing (AST) provides automated API security testing with GraphQL-based configur...32.8Codefresh REST APIREST API for managing Codefresh pipelines, builds, clusters, environments, repositories, and audit data. Au...32.1Roblox Open Cloud Place PublishingThe Place Publishing Open Cloud API uploads .rbxl or .rbxlx files to a place in a universe and either saves...31.3EAS Workflows APICI/CD automation service for React Native apps supporting scheduled cron jobs, Slack integration, and autom...30.6CodeNOW APIVersioned REST API for the CodeNOW platform covering applications, components, containers, libraries, build...29.7Blacksmith GitHub Actions RunnersDrop-in faster GitHub-hosted runner replacement selected by changing the runs-on tag (e.g. blacksmith-2vcpu...28.7Repolinter ActionA GitHub Action that runs Repolinter on repositories as part of CI/CD workflows. Validates repositories aga...26.6Depot GitHub Actions RunnersManaged, single-tenant GitHub Actions runners selected via runner labels (e.g. depot-ubuntu-24.04, depot-ub...26.4
Emerging 12 Early or largely undocumented
Factory Droid GitHub ActionOfficial GitHub Action for invoking Droids inside CI pipelines for automated code review, PR generation, an...25.7TUF on CIA TUF repository management and signing tool designed for use in CI/CD pipelines. Enables teams to maintain...24.3builds.sr.ht GraphQL APIGraphQL API for submitting and managing continuous integration build jobs across Linux distributions and BS...22.4Thunder Client CLIThe Thunder Client CLI (@thunderclient/cli) is a Node.js command-line tool for running Thunder Client reque...21.8BraintrustBraintrust is a commercial evaluation platform that captures eval runs as immutable, comparable experiment ...21.6VacuumVacuum is the world's fastest OpenAPI linter written in Go. It processes API specifications at lightning sp...21.6Qlty Coverage UploadCoverage publishing is performed by the Qlty CLI command qlty coverage publish, which uploads test coverage...20.7ZuulZuul is a CI/CD platform that gates changes across multiple systems and repositories, providing project gat...19.8Burp Suite DAST REST APIA REST API for Burp Suite DAST that offers compatibility for users familiar with the Burp Suite Professiona...18.2Testcontainers Cloud Agent APIThe Testcontainers Cloud Agent API enables CI/CD pipelines and desktop environments to allocate hosted Dock...17.5Step CIStep CI is an open source API Quality Assurance framework that is language-agnostic and configured using YA...16.4Nixpacks GitHub ActionThe official `iloveitaly/github-action-nixpacks` GitHub Action wraps the Nixpacks CLI so that CI pipelines ...13.5
Minimal 3 Almost no public developer surface
Noname Active TestingNoname Active Testing enables organizations to test APIs for vulnerabilities and misconfigurations before t...9.4GlassFish REST Management APIBuilt-in REST administration API exposed by the GlassFish Domain Administration Server (DAS) for managing d...9.2Functionize CLICommand-line interface used to trigger Functionize tests from CI/CD pipelines and to manage local test arte...8.6

Companies reaching this through an API (45)

These companies publish an API, specification or operation carrying “CI/CD” 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.

Apollo GraphQL Appian Artillery Atlassian Bruno Check CloudGuard CoreDash Datadog Delinea Eclipse GlassFish Evals Factory FlutterFlow Fortify Functionize GitHub IBM Kentico Liblab Lingo.dev Microsoft Azure MuleSoft Nixpacks Noname Security npm OpenInfra Foundation Oracle PortSwigger Promptfoo Qlty Red Hat OpenShift Roblox Salesforce Experience Cloud ServiceNow Sideko SmartBear SourceHut Stoplight TestMu AI Testsigma The Update Framework (TUF) TODO Group Traceable Vacuum

Score breakdown

Frequency
59.0
log-scaled weighted occurrences
Breadth
1.8
spread across providers
Quality lift
42.6
mean composite of providers using it
Cohesion
20.2
strength of nearest seed neighbor

Where this tag sits

137 providers carry this tag directly, and 169 counting the 4 narrower tags below — 32 more to reach.

Developer Tools broader Build Automation 13 providers Continuous Integration 37 providers Continuous Delivery 26 providers Continuous Deployment 7 providers

Related tags

DevOps 86 co-occurrences Builds 31 co-occurrences Continuous Integration 22 co-occurrences Continuous Delivery 19 co-occurrences Testing 35 co-occurrences Deployment 37 co-occurrences Pipelines 28 co-occurrences Developer Tools 108 co-occurrences

Where this tag comes from

Provider tag137
Api tag84
Openapi tag1
Openapi op tag3

Markets provisional

Kin Score markets whose measured providers carry this tag. Share is the fraction of the market's measured providers that carry it — it describes the market, not this tag.

MarketShare of the market's providers
Developer Tools36%
Jenkins Plugins + CD Foundation Landscape24%

Cohort brief

Auto-generated

The 129 providers in the APIs.io catalog tagged CI/CD, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
129
of 137 in the catalog
Mean Kin Score
43.7
+19.6 vs catalog 24.1
Mean Agent Readiness
22.8
+8.7 vs catalog 14.1
Spread
0–87.7
median 44.8 · σ 20
How the 129 split by band
Exemplar 20Strong 23Developing 30Thin 32Emerging 18Minimal 6
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 48.2 24.5 +23.7 129
Operational Transparency 33.5 13.2 +20.3 129
Contract Quality 37.7 18.6 +19.1 129
Access Clarity 48.6 30 +18.6 129
Discoverability 67.4 59.1 +8.3 129
Contract Governance 17.9 9.7 +8.2 129

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) 30% 18% +12
MCP server (first-party) 29% 16% +13
Agent Skills 0% 0% 0
OAuth scopes 19% 13% +6
Security 100% 99% +1
Arazzo workflows 7% 1% +6
Governance rules 67% 36% +31

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 Harness 87.7
  2. 2 GitHub Actions 82.6
  3. 3 Postman 82.5
  4. 4 Azure DevOps 81.9
  5. 5 Amazon CodeDeploy 80
  6. 6 Currents 77.7
  7. 7 JFrog 76.8
  8. 8 CircleCI 73.5
  9. 9 AWS App Runner 71.9
  10. 10 Bitbucket 71.9
Top by Agent Readiness
  1. 1 Harness 63.2
  2. 2 CircleCI 56.1
  3. 3 Currents 55.8
  4. 4 Postman 55.6
  5. 5 Bump.sh 54.4
  6. 6 Deployxa 54.1
  7. 7 GitLab CI/CD 53.1
  8. 8 Routebase 52.8
  9. 9 Buildkite 50.6
  10. 10 GitHub Actions 45.9
All 137 members of this roster resolve to a provider in the catalog; 129 carry a score (94%). The figures above describe the scored members only.
Coverage caveat. 78 of 129 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 14 November 2026, across 41591 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 →

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