established · 1.1 capability schema

Serverless

Score 28.6 / 100 174 providers 75 APIs Search apis.io →
Variants seen in the corpus: Serverlessserverless

Providers using this tag (174)

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

Exemplar 2 Complete, well-documented, and agent-ready
Strong 25 Solid coverage with minor gaps
Amazon API GatewayAPI GatewayCloudRESTHTTP13 APIs65.8ModalGPUCloud ComputeAI Infrastructure17 APIs65.1Palo Alto NetworksCloud SecurityCybersecurityFirewallNetwork Security741 APIs63.7IBMAPI ManagementArtificial IntelligenceBillingCloud Computing55 APIs62.6CloudflareAI GatewayAPI GatewayArtificial IntelligenceCDN87 APIs62.0FreestyleArtificial IntelligenceAgentsSandboxesVMs11 APIs61.7Amazon Web Services (AWS)AnalyticsArtificial IntelligenceCloud ComputingComputing8 APIs60.6KoyebCloud PlatformDeploymentPlatform-as-a-Service42 APIs60.5ShopifyCommerceE-CommercePaymentsRetail213 APIs60.4InngestAI AgentsAgentKitBackground JobsConnect8 APIs59.7Microsoft Azure FunctionsAzureCloudComputeEvent-Driven23 APIs59.5Amazon EventBridgeAmazon Web ServicesEvent BusEvent-DrivenEvent5 APIs58.6ArchilCompanyCloud StorageFilesystemObject Storage4 APIs58.0Microsoft AzureAPI ManagementCloudCloud ComputingEnterprise1667 APIs57.3DatadogAnalyticsDashboardsMonitoringPlatform290 APIs57.1Amazon EventBridge SchedulerAmazon Web ServicesCronEvent-DrivenScheduling3 APIs56.9Azure Container AppsAzureContainersDaprKubernetes5 APIs56.7Amazon DynamoDBDatabaseDocument StoreKey-ValueNoSQL5 APIs56.6Amazon EventBridge PipesAmazon Web ServicesEvent-DrivenIntegrationMessaging2 APIs56.4InsforgeCompanyBackend-as-a-Serviceagent-nativeCloud Infrastructure11 APIs56.4AWS FargateComputeContainersDockerKubernetes8 APIs56.0AtlassianCodeCollaborationPlatformProductivity359 APIs54.7Amazon API GatewayGatewayHTTP APIREST API18 APIs54.5Amazon LambdaComputeEvent-DrivenFunction-as-a-ServiceFunctions2 APIs54.5NetlifyCDNCloudContinuous DeploymentEdge Computing35 APIs54.3
Developing 75 Usable, with meaningful gaps to close
RightNow AICompanyArtificial IntelligenceMachine-LearningLLM Inference7 APIs53.5Amazon EFSAmazon Web ServicesEFSElastic File SystemFile Storage1 API53.0OracleCloudDatabaseEnterpriseInfrastructure378 APIs53.0AWS Lambda12 APIs52.7Amazon GlueAnalyticsData CatalogData IntegrationData Pipeline202 APIs52.3Cloudflare QueuesMessagingMessage QueueWorkers4 APIs52.2RunPodArtificial IntelligenceCloudComputeGPU10 APIs52.2Vast.aiArtificial IntelligenceCloudComputeGPU11 APIs52.2Azure Web PubSubMessagingPub-SubReal-Time8 APIs52.1Google Cloud API GatewayAPI GatewayAPI ManagementAuthenticationGoogle Cloud1 API50.9Amazon ProtonDevOpsInfrastructure as CodePlatform Engineering84 APIs50.6DataLoopArtificial IntelligenceMachine-LearningData ManagementData Annotation1 API50.0NeonDatabasesPostgresInfrastructure13 APIs49.9PlayFabAuthenticationAzureBackendBackend-as-a-Service16 APIs49.8Adobe Creative CloudAi MlCloudCreativeDesign24 APIs49.7Amazon App RunnerCI/CDContainersDeploymentManaged Service36 APIs49.7Amazon Step FunctionsOrchestrationState MachineWorkflows37 APIs49.7AWS App RunnerCI/CDContainersDeploymentMicroservices13 APIs49.4WarpStreamKafkaStreamingObject Storage8 APIs49.3WeChatMessagingSocialPaymentsMini Programs16 APIs48.8AgentuityCompanyAgentsArtificial IntelligenceCloud1 API48.5Amazon RedshiftAnalyticsBig DataCloudData Lake5 APIs48.4AWS RedshiftAnalyticsBig DataCloud DatabaseData Warehouse130 APIs47.9QStashMessage QueueTask SchedulingHTTP Messaging7 APIs47.9Red Hat OpenShiftContainersEnterpriseHybrid CloudKubernetes16 APIs47.8ScalewayArtificial IntelligenceCloud ComputingContainersDatabase74 APIs47.6ResultCompanyBusiness OperationsSoftware-as-a-ServiceEntrepreneurship3 APIs47.1Google Cloud FunctionsEvent-DrivenFunctionsGoogle Cloud4 APIs47.0Google Cloud RunCloud RunContainersGoogle Cloud3 APIs47.0Recursal AI, Inc.CompanyArtificial IntelligenceMachine-LearningLLM3 APIs47.0Amazon BatchBatch ComputingComputeContainersHPC2 APIs46.9Cloudflare D1DatabaseSQLiteEdge Computing1 API46.9ChromaArtificial IntelligenceAI-NativeApache 2.0Cloud8 APIs46.8LumigoCompanyObservabilityMonitoring1 API46.6AWS Step FunctionsiPaaSOrchestration26 APIs46.5TursoDatabaseEdge ComputingSQLiteDeveloper Tools6 APIs46.5ConvexBackendDatabaseFunctionsReal-Time14 APIs46.2KnativeAuto-ScalingCloud-NativeEvent-DrivenGraduated13 APIs46.0LocalStackCompanyDeveloper ToolsCloudEmulator2 APIs45.9XataDatabasePostgresDeveloper Tools12 APIs45.9Google Cloud WorkflowsAutomationGoogle CloudIntegrationOrchestration1 API45.8Google Cloud App EngineApp EngineComputeGoogle CloudPlatform-as-a-Service4 APIs45.6Google Cloud EventarcEvent-DrivenEventGoogle CloudMessaging1 API45.4Amazon Serverless Application RepositoryApplication RepositoryLambdaSAM4 APIs45.3Hugging Face TransformersArtificial IntelligenceComputer-VisionDeep LearningMachine-Learning27 APIs45.3UnityReal-Time 3DGame EngineGamingMultiplayer19 APIs45.0Iron.ioCompanyInfrastructureMessage Queue2 APIs44.4CodehooksBackendDatabaseEventHooks4 APIs44.2Novita AIArtificial IntelligenceLLMInferenceGPU2 APIs44.2MacrometaCompanyInfrastructureEdge ComputingDatabase63 APIs44.1DataStaxCompanyEnterpriseDatabaseVector Database17 APIs44.0vltCompanyJavaScriptPackage ManagementPackage Registry1 API43.3AxiomAnalyticsLog ManagementLoggingObservability15 APIs43.2Google BigQueryAnalyticsBig DataCloudData Warehouse11 APIs42.8Amazon DynamoDBCloudDatabaseDocument StoreKey-Value14 APIs42.5Amazon FargateComputeContainersECSEKS6 APIs42.5BeamGPUPythonInference3 APIs42.1Featherless AIArtificial IntelligenceLLMInference4 APIs42.0ChutesArtificial IntelligenceLLMInference4 APIs41.7MongoDBCloud DatabaseDatabaseDocument DatabaseNoSQL53 APIs41.6NscaleArtificial IntelligenceGPUInference5 APIs41.6DenoDeploymentEdgeJavaScriptRuntime11 APIs41.5turbopufferVector SearchFull-Text SearchHybrid SearchBM2511 APIs41.5NhostGraphQLPostgreSQLAuthenticationFile Storage14 APIs41.4GliaCompanyCustomer ServiceContact CenterBanking3 APIs41.0Amazon Web Services (AWS)Cloud ComputingInfrastructure-as-a-ServiceInfrastructurePlatform-as-a-Service5 APIs40.8CentMLArtificial IntelligenceLLMInference5 APIs40.7PartyKitReal-TimeMultiplayerWebSocketsCloudflare4 APIs40.6GolemDurable ComputingWebAssemblyWorkers4 APIs40.4Azure FunctionsCloudComputeEvent-DrivenFunctions1 API40.3Val TownDeveloper ToolsJavaScriptTypeScript13 APIs40.1Azure Container InstancesAzureCloudContainer InstancesContainers2 APIs40.0Stack MachineCompanyInfrastructureWebAssembly1 API39.8MomentoCompanyAI InfrastructureCaching1 API39.5Azure Function AppsAzureComputeFunction-as-a-ServiceFunctions1 API39.3
Thin 41 Limited public surface area
ZohoAnalyticsCollaborationCRMCustomer Service34 APIs38.5SpocketPlatform-as-a-ServiceApplication Hostingbot-hostingDeveloper Tools2 APIs38.3Union.aiArtificial IntelligenceMLOrchestrationWorkflows9 APIs38.2XanoNo-CodeBackend-as-a-ServiceAPI BuilderDatabase7 APIs38.2CerebriumArtificial IntelligenceGPUInference3 APIs38.0DataCrunchGPU CloudInfrastructureComputeInference11 APIs37.9RivetCompanyInfrastructureActorsStateful Compute2 APIs37.8BlaxelArtificial IntelligenceAgentsInfrastructureSandboxes11 APIs37.6LangbaseArtificial IntelligenceAgentsRAGLLM8 APIs37.5Qubrid AIArtificial IntelligenceCloud ComputingGPUInference13 APIs37.2Amazon AthenaAmazon AthenaSQLAnalytics8 APIs36.9Clockwork LabsCompanyDatabaseReal-TimeWebSocket1 API36.9Weights and BiasesMLOpsExperiment TrackingLLM ObservabilityModel Registry16 APIs36.7AWS GlueDataData CatalogETLAnalytics1 API36.5Azure Event GridEventEvent-DrivenPub-Sub2 APIs36.2Google Cloud Platform APIsCloud ComputingDatabasesInfrastructureMachine-Learning7 APIs36.1Google Cloud PlatformCloud ComputingData AnalyticsInfrastructure-as-a-ServiceMachine-Learning2 APIs35.3CoiledCompanyAi MlCloud ComputingData Science1 API35.0MetorialCompanyMCPAI AgentsAgentic Infrastructure1 API34.8Apache EventMeshApacheCloudEventsEvent-DrivenMessaging7 APIs34.5PubNubReal-TimeWebSocketsPub-SubIoT2 APIs34.1Glia (fka SaleMove)CompanyCustomer ServiceCustomer-SupportDigital Customer Service1 API34.0ModalComputeGPUAI Infrastructure8 APIs33.3TenderlyWeb3BlockchainSmart ContractsEthereum6 APIs32.9Scalable ServicesAPI GatewayCloud-NativeContainersDistributed Systems14 APIs32.7QuickNodeWeb3BlockchainRPCStreams12 APIs32.4Lancaster UniversityEducationHigher EducationUniversityUnited Kingdom3 APIs32.3Amazon Aurora DSQLAmazon Aurora DSQLDistributed SQLPostgreSQL2 APIs32.0Amazon DynamoDBNoSQLDatabaseKey-Value StoreDocument Database2 APIs31.7planetscale20 APIs31.7ServerlessCompanyInfrastructure as CodeDeveloper Tools31.6Amazon AppSyncAmazon AppSyncGraphQLAPI Management9 APIs31.3FirecrackerContainersMicroVMsOpen-Source19 APIs30.7UpstashRedisKafkaMessaging7 APIs30.7fauna9 APIs30.4Scalable PlatformsCloud InfrastructureDeploymentDeveloper ExperienceDevOps7 APIs29.1DeepInfraArtificial IntelligenceLLMInference7 APIs28.9HyperbolicArtificial IntelligenceLLMInferenceGPU7 APIs28.7KVdbDatabasesKey-ValueNoSQL3 APIs27.6MicronautCloud-NativeFrameworksJavaJVM10 APIs27.5QuarkusCloud-NativeFrameworksGraalVMJava5 APIs26.9
Emerging 20 Early or largely undocumented
Minimal 11 Almost no public developer surface

APIs with this tag (75)

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 1 Complete, well-documented, and agent-ready
Strong 15 Solid coverage with minor gaps
Palo Alto Networks Serverless API{'$ref': 'desc/serverless/serverless.md'}63.7IBM Cloud Code EngineRun containerized workloads without managing servers.62.6IBM Cloud FunctionsRun lightweight code that executes application logic in a scalable way using an event-driven serverless com...62.6Cloudflare Agents APIThe Cloudflare Agents SDK enables developers to build and deploy AI-powered agents that autonomously perfor...62.0Cloudflare Containers APIThe Cloudflare Containers API allows developers to run container workloads on Cloudflare's global network, ...62.0Cloudflare Workers for Platforms APIThe Cloudflare Workers for Platforms API enables SaaS providers to deploy and manage customer code at scale...62.0Cloudflare Workflows APICloudflare Workflows enables developers to build durable, multi-step applications on Workers that automatic...62.0AWS Fargate APIAWS Fargate is a serverless compute engine for containers that works with both Amazon ECS and Amazon EKS re...60.6Shopify Functions APIShopify Functions allow developers to customize the backend logic that powers parts of Shopify. Functions a...60.4Azure Functions Runtime APIThe Azure Functions host runtime provides HTTP endpoints for function invocation, admin operations, host st...59.5Microsoft Azure Event Grid APIAzure Event Grid is a fully managed event routing service that enables developers to build event-driven arc...57.3Microsoft Azure Functions APIAzure Functions is an event-driven serverless compute platform that enables developers to build and run app...57.3Datadog Serverless APIThe Serverless API from Datadog — 2 operation(s) for serverless.57.1Atlassian Forge App REST APIThe Atlassian Forge App REST API enables Forge apps to expose custom REST API endpoints for external system...54.7Atlassian Forge Platform REST APIThe Atlassian Forge Platform REST API provides programmatic access to the Forge serverless cloud app develo...54.7
Developing 31 Usable, with meaningful gaps to close
OCI Functions APIFully managed, serverless Functions-as-a-Service platform built on the open source Fn Project engine, suppo...53.0OCI Queue APIServerless messaging service for decoupling application components with reliable message delivery, supporti...53.0AWS Lambda Extensions APIThe Lambda Extensions API enables you to create extensions that integrate with the Lambda execution environ...52.7AWS Lambda Logs APIThe Lambda Logs API enables extensions to subscribe to log streams generated by the Lambda platform, functi...52.7AWS Lambda Runtime APIThe Lambda Runtime API enables you to use custom runtimes to run functions in any programming language. The...52.7AWS Lambda Telemetry APIThe Lambda Telemetry API lets you collect telemetry data directly from the Lambda execution environment. Ex...52.7RunPod GraphQL APIThe RunPod GraphQL API provides programmatic access to Pods, templates, and Serverless endpoints via GraphQ...52.2RunPod ServerlessRunPod Serverless provides pay-as-you-go inference endpoints with autoscaling workers, queue-based and load...52.2Vast.ai REST APIThe Vast.ai REST API is the control plane for the GPU marketplace. It supports searching offers across host...52.2Vast.ai Serverless APIThe Serverless API from Vast.ai — 9 operation(s) for serverless.52.2Neon Data APIThe Neon Data API provides a secure, stateless HTTP interface to Neon Postgres databases, allowing develope...49.9Neon Serverless DriverThe Neon Serverless Driver is a low-latency JavaScript and TypeScript driver that enables querying Neon Pos...49.9PlayFab CloudScript APIPlayFab CloudScript runs server-authoritative game logic in PlayFab. Modern CloudScript using Azure Functio...49.8Adobe I/O RuntimeA serverless computing platform built on Apache OpenWhisk that enables developers to deploy and execute cus...49.7WeChat Cloud Hosting APIWeChat Cloud Hosting (微信云托管) is Tencent's cloud-native, ops-free container deployment service tightly integ...48.8Amazon Redshift Serverless APIThe Amazon Redshift Serverless API for managing serverless data warehouse workgroups, namespaces, and capac...48.4Amazon Redshift Serverless APIAPI for Amazon Redshift Serverless, which makes it easy to run analytics workloads without managing data wa...47.9Red Hat OpenShift Serverless (Knative) APIOpenShift Serverless, based on Knative, enables deploying and managing event-driven serverless workloads on...47.8Result BackendHosted application backend consumed through the first-party @resultdev/sdk client and administered with @re...47.1Lumigo APIProgrammatic access to the Lumigo observability platform, authenticated with an API token (x-api-key header...46.6Turso SQL over HTTP APIHTTP API for executing SQL statements directly against a Turso database instance at the edge. Supports quer...46.5Knative FunctionsKnative Functions enables developers to create, build, and deploy stateless, event-driven functions as Knat...46.0Hugging Face Inference APIServerless inference API for running predictions against thousands of models hosted on the Hugging Face Hub...45.3Unity Cloud Code APIServer-authoritative JavaScript scripts and C# modules executed in Unity's managed runtime. Bill is per-com...45.0IronWorkerIronWorker is a container-based, massively parallel, multi-language work-on-demand platform. The REST API l...44.4Novita AI GPU APIOn-demand GPU instance management and templates plus serverless GPU endpoints. Create, start, stop, and del...44.2MongoDB Atlas App Services Admin APIAdmin API for MongoDB Atlas App Services (formerly Realm), used to manage applications, services, functions...41.6Nhost Serverless Functions APIDeploy JavaScript and TypeScript serverless functions as HTTP API endpoints for webhooks, event triggers, a...41.4Glia Functions APIGlia Functions is a serverless JavaScript runtime (workerd) inside the Glia platform, with REST endpoints f...41.0Amazon LambdaRun code without thinking about servers or clusters.40.8Momento Cache HTTP APIRegion-scoped HTTP API for reading, writing, and deleting cache items in a Momento cache without a gRPC cli...39.5
Thin 15 Limited public surface area
Zoho CatalystThe Zoho Catalyst API provides programmatic access to serverless application development features, includin...38.5Spocket MCP ServerHosted MCP server (Streamable HTTP) with ~20 tools for deploying and managing always-on apps. Uses OAuth 2....38.3Spocket Platform REST APIWhite-label reseller/provisioning REST API for hosting apps from a customer backend. OAuth2 client-credenti...38.3W&B Serverless Inference (CoreWeave)OpenAI-compatible inference API for hosted open-source foundation models, running on CoreWeave GPU infrastr...36.7PubNub FunctionsEdge serverless functions executed on PubNub's network in response to messages, presence events, or HTTP tr...34.1Modal Functions and Remote InvocationDecorate Python functions with @app.function to run them remotely on Modal's cloud. Invoke deployed functio...33.3Tenderly Web3 Actions APIDeploy and manage serverless JavaScript/TypeScript functions triggered by on-chain or off-chain events, ena...32.9AWS Lambda APIAmazon Web Services Lambda API for creating, managing, invoking, and monitoring serverless functions. Core ...32.7Knative APIKnative provides Kubernetes-based platform APIs for deploying and scaling event-driven serverless workloads...32.7QuickNode FunctionsServerless on-chain logic runtime for executing custom code triggered by Streams or HTTP.32.4Lancaster Library Alma Webhook HandlerOpen-source AWS serverless application maintained by Lancaster University Library that listens for Ex Libri...32.3PlanetScale Serverless Driver for JavaScriptThe PlanetScale Serverless Driver for JavaScript is a Fetch API-compatible database driver designed for ser...31.7Upstash Developer APIManagement API for creating and administering Upstash Redis, Kafka, and Vector databases, teams, and accoun...30.7Upstash Redis REST APIPer-database REST API for executing Redis commands over HTTPS from edge and serverless runtimes. Uses Beare...30.7Fauna GraphQL APIThe Fauna GraphQL API allows developers to interact with their Fauna databases using standard GraphQL queri...30.4
Emerging 12 Early or largely undocumented
DBOS CloudDBOS Cloud is the managed, serverless hosting platform for DBOS workflows, queues, and scheduled jobs. The ...25.8Nebius Token FactoryNebius Token Factory is the AI model inference platform offering OpenAI-compatible endpoints for serving op...25.6Apache Camel K Operator APIThe Apache Camel K Operator exposes a Kubernetes Custom Resource API for deploying and managing Camel integ...25.5Apache Camel Quarkus APIApache Camel Quarkus provides native compilation and fast startup of Camel routes on Quarkus, enabling serv...25.5Alibaba Cloud APIAlibaba Cloud provides a comprehensive API ecosystem covering all major cloud services including Elastic Co...24.98base GraphQL APIThe 8base GraphQL API provides auto-generated queries, mutations, and subscriptions for every data table in...22.1Fermyon Wasm FunctionsFermyon Wasm Functions is a multi-tenant, hosted, globally distributed engine for serverless functions runn...20.9Fusio Worker APIThe Fusio Worker API enables executing API action logic in multiple programming languages by forwarding req...20.2LivePerson FunctionsServerless platform for building, deploying, and invoking custom functions that extend LivePerson conversat...18.8AWS EventBridgeAWS serverless event router. "EventBridge is a serverless service that uses events to connect application c...14.9QuirrelQuirrel provides a JavaScript and TypeScript SDK for enqueuing, scheduling, retrying, and managing backgrou...12.7SST FrameworkThe SST framework is an open source CLI and component library distributed via npm (`sst`) and as a Go-based...11.3
Minimal 1 Almost no public developer surface

Score breakdown

Frequency
64.0
log-scaled weighted occurrences
Breadth
4.8
spread across providers
Quality lift
48.2
mean composite of providers using it
Cohesion
11.9
strength of nearest seed neighbor

Related tags

Functions 26 co-occurrences Compute 27 co-occurrences Event-Driven 22 co-occurrences Containers 28 co-occurrences Database 27 co-occurrences Inference 19 co-occurrences GPU 16 co-occurrences Deployment 23 co-occurrences

Where this tag comes from

Provider tag141
Api tag75
Openapi tag2
Openapi op tag12

Cohort brief

Auto-generated

The 174 providers in the APIs.io catalog tagged Serverless, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
174
all scored
Mean Kin Score
39.9
+19.2 vs catalog 20.7
Mean Agent Readiness
21.2
+11.5 vs catalog 9.7
Spread
4.3–91.3
median 41.6 · σ 15
How the 174 split by band
Exemplar 2Strong 25Developing 75Thin 41Emerging 20Minimal 11
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 46.5 17.5 +29 174
Developer Ergonomics 39.8 17.9 +21.9 174
Access Clarity 40.2 22.3 +17.9 174
Operational Transparency 27 11.3 +15.7 174
Discoverability 69.3 60.4 +8.9 174
Contract Governance 14.2 6.4 +7.8 174

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) 29% 16% +13
MCP server (first-party) 12% 7% +5
Agent Skills 0% 0% 0
OAuth scopes 14% 9% +5
Security 97% 88% +9
Arazzo workflows 14% 2% +12
Governance rules 55% 13% +42

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 Medplum 91.3
  2. 2 fal 69.7
  3. 3 Amazon API Gateway 65.8
  4. 4 Modal 65.1
  5. 5 Palo Alto Networks 63.7
  6. 6 IBM 62.6
  7. 7 Cloudflare 62
  8. 8 Freestyle 61.7
  9. 9 Amazon Web Services (AWS) 60.6
  10. 10 Koyeb 60.5
Top by Agent Readiness
  1. 1 Insforge 59.9
  2. 2 Hugging Face Transformers 53.9
  3. 3 Medplum 50.8
  4. 4 Microsoft Azure 49.6
  5. 5 MongoDB 44.8
  6. 6 Cloudflare 44.5
  7. 7 Atlassian 41.9
  8. 8 Oracle 41.9
  9. 9 Shopify 40.6
  10. 10 IBM 39.4
All 174 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 25 August 2026, across 26891 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/serverless"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/serverless"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/serverless/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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