emerging · -0.6 capability action

Management

Score 20.9 / 100 38 providers +130 via APIs 153 APIs Search apis.io →
Business capabilities this tag reaches
Information Technology Management 3 Developer Platform & API Ecosystem Management 1 Advertising Sales & Operations Management 1

Providers using this tag (38)

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

Exemplar 2 Complete, well-documented, and agent-ready
Amazon Systems ManagerAutomationAmazon Web Services34 APIs72.2BoomiAI AgentsAutomationB2BData Integration3 APIs68.5
Strong 2 Solid coverage with minor gaps
WunderGraphFederationGraphQLSchema Registry11 APIs57.2SnapLogicArtificial IntelligenceAPI ManagementAutomationData Integration1 API63.7
Developing 5 Usable, with meaningful gaps to close
HairDoraSalonSoftwareBooking1 API49.5Cobot2Co-WorkingSoftware-as-a-ServiceSoftware1 API44.7Dell ServersHardwareInfrastructureMonitoring2 APIs44.2ModoboaEmailMail ServerOpen SourceWebmail1 API39.5BroadcomCloud InfrastructureGatewaysNetworks3 APIs53.8
Thin 6 Limited public surface area
HasfiyatCompanyJewelrySoftwarePricing1 API34.3GroundflagConstructionSoftwareContractors1 API29.8FrontdeskoHotelsPMSSoftware-as-a-Service29.1DocketwiseCompanyImmigrationLawSoftware-as-a-Service27.6AlbiRestorationSoftwareSoftware-as-a-ServiceCloud1 API27.4Coaching Leader GuideCompanyCoachingLeadership1 API37.1
Emerging 14 Early or largely undocumented
Facilities Leader GuideFacilitiesGuidesLeadership2 APIs26.1Easy MetricsCompanyWarehousePerformance1 API21.6SunbirdCompanyData CenterDCIMInfrastructure1 API21.5RestroworksCompanyRestaurantPoint-of-Sale1 API18.5CharterCompanyFuture Of WorkArtificial Intelligence17.5FexaFacilitiesHVACSoftware1 API17.0kema-studio-comSoftwareArtificial IntelligencePortugal1 API16.4Signal 1CompanyArtificial IntelligenceHealthcarePlatform1 API15.4Apiplatform.ioCompanyPlatformEngineering14.5Orion LawLawSoftwareSoftware-as-a-ServiceLegal Tech13.7BettermanagerCompanyLeadershipCoachingDevelopment1 API12.7BeepluscoworkingspaceCompanyAgileSoftware-as-a-Service1 API12.5Get2GreatCompanyBenchmarkingAnalytics1 API20.1BakeryOSBakerySoftware-as-a-ServiceMobile12.5
Minimal 9 Almost no public developer surface
Turbo MCPCompanyArtificial IntelligenceControl Plane1 API6.9AgVantageCompanyAgricultureSoftwareSoftware-as-a-Service6.1DomusHomesAutomationArtificial IntelligenceFree5.5Bucketplace2da2CompanyBucketplacePlatformStartups1 API3.1AmcandpCompanyConsultingArtificial Intelligence2.2EventMateyEventTicketingSoftware-as-a-Service1 API10.7AI Rollout FrameworkArtificial IntelligenceAdoptionFramework1 API8.5vBoxxCompanyCloudInfrastructure2.8Upland Consulting GroupCompanyConsultingRepairTracking2.2

APIs with this tag (153)

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 30 Complete, well-documented, and agent-ready
Dynatrace Configuration APIThe Dynatrace Configuration API provides access to environment-level configuration settings including alert...85.6Dynatrace Settings API 2.0The Dynatrace Settings API 2.0 is the modern, schema-driven configuration API for managing Dynatrace enviro...85.6Appwrite Console APIThe Console service allows you to interact with console relevant information. 19 operations across 19 paths...84.6Appwrite Manager APIConsole management surface for project-level WAF rules and operator tooling. 19 operations across 18 paths ...84.6Appwrite Organization APIThe Organization service allows you to manage organization-level projects. 23 operations across 9 paths in ...84.6Appwrite Organizations APIThe Organizations service allows you to manage organization billing, plans, invoices, and add-ons. 45 opera...84.6Appwrite Project APIThe Project service allows you to manage all the projects in your Appwrite server. 109 operations across 97...84.6Appwrite Projects APIThe Project service allows you to manage all the projects in your Appwrite server. 18 operations across 14 ...84.6RudderStack Config Backend APIThe RudderStack Config Backend API manages workspace configuration objects — sources, destinations, connect...79.1Confluence V2 Content APIManage content including conversions and permissions using the Confluence Cloud REST API v2.77.7Amazon API Gateway Management APIAPI for directly managing runtime aspects of deployed APIs, including sending data to connected WebSocket c...77.4Azure Service Bus Management REST APIThe management REST API enables namespace, queue, topic, and subscription configuration through Azure Resou...77.2Power BI Management APIAPI for managing Power BI capacity, workspaces, and tenant settings.76.0Adobe User Management APIProgrammatically manage users, groups, and product entitlements for Adobe enterprise organizations.75.9Power Platform Admin APIAPI for administrative operations across Power Platform environments including environment management, gove...73.5Junction Management APIProgrammatically manage all Junction regional and global resources for your organization. Authenticated wit...71.9Zendesk Help Center Permission Groups APIThe Zendesk Help Center Permission Groups API lets you manage which agents can create, update, archive, and...71.7Enterprise License Manager APIManage Google Workspace and related product licenses for all users of a customer.70.7Oracle Management APIThe management API from Oracle — 23 operation(s) for management.70.4Opper AI Management APIProgrammatic project and API-key management. Authenticates with an `op-mak-…` management token; available o...68.3Cloudera Manager APICloudera Manager exposes a JSON REST API at /api/v{N} for managing clusters, services, roles, configuration...68.0YugabyteDB Aeon REST APIProgrammatic management API for YugabyteDB Aeon, the fully managed cloud DBaaS. Deploy and manage clusters ...67.3Gitea Cloud Management APIGitea Cloud management plane for provisioning and operating single-tenant managed Gitea instances. Each pro...67.2SQL Server Management Objects (SMO).NET API for programmatically managing SQL Server instances and databases.67.0SQL Server Management Objects (SMO) API.NET API for managing and administering SQL Server programmatically.67.0SQL Server PowerShell ModulePowerShell cmdlets for managing SQL Server instances, databases, and resources from the command line.67.0Windows Management Instrumentation (WMI) APIInfrastructure for management data and operations on Windows-based operating systems providing COM, scripti...66.9Windows Server Management APIPowerShell and WMI-based management APIs for Windows Server administration.66.9Ahrefs Management APIProject management.66.8Embrace Custom Metrics APIA REST management API for creating, retrieving and deleting the custom metrics of an Embrace organization. ...66.5
Strong 28 Solid coverage with minor gaps
Liveblocks Management APIThe Management API from Liveblocks — 13 operation(s) for management.66.2Cisco Catalyst SD-WAN Management APIThe Management API from Cisco Catalyst SD-WAN — 2 operation(s) for management.65.9Exchange Online PowerShell APIPowerShell module for managing Exchange Online through REST-based cmdlets. Provides the complete Exchange m...64.9Wherobots Management APIThe management API from Wherobots — 16 operation(s) for management.64.4Aeris Management APIManage rulesets and its life-cycle status64.0past-dev Management APIProjects and project keys, with the management key.63.3Power Apps Management APIAPI for administrative tasks including environment management, app sharing, and user permissions.63.2Splunk Cloud Admin Config Service (ACS) APIThe Admin Config Service (ACS) is a cloud-native API that provides programmatic self-service administration...63.1Splunk Cloud Platform REST APIThe Splunk Cloud Platform REST API provides a subset of the Splunk Enterprise REST API endpoints for managi...63.1Friendbuy Management APIBlock users from campaigns.62.5Edgee Console APIManagement API for an Edgee organization: export AI Gateway usage and cost data as CSV or JSON, create/list...62.4Traefik DashboardBuilt-in single-page web UI rendering routers, services, middlewares, entry points, providers, version, and...61.1Payabli Management APIThe Management API from Payabli — 1 operation(s) for management.60.9ETSI NFV SOL009 NFV-MANO Management APIsThe RESTful protocols and data models of ETSI GS NFV-SOL 009 for managing the NFV management-and-orchestrat...60.3Cisco Intersight Management APIThe management API from Cisco Intersight — 6 operation(s) for management.60.1Census Management APIThe Census Management REST API allows developers to programmatically manage syncs, connections, models, seg...59.8WebSphere Application Server JMX APIJava Management Extensions (JMX) API for programmatic management and monitoring of WebSphere Application Se...59.8mParticle Platform APIManagement REST API used to programmatically configure mParticle inputs, outputs, filters, audiences, data ...59.5SnapTrade Management APIRetrieve usage information about your SnapTrade Client ID.59.0Kixie Webhook Management APIA path-versioned management surface for Kixie's event webhooks. Four POST operations — postWebhook (create)...58.9HiveMQ Management APIThe Management API from HiveMQ — 9 operation(s) for management.58.3Hasura Cloud APIThe Hasura Cloud API provides a GraphQL endpoint at https://data.pro.hasura.io/v1/graphql to programmatical...57.9NinjaOne Management APIManagement57.8Xperience by Kentico Management APIPreview REST management API exposed by an Xperience by Kentico application at the kentico-api/management pa...57.4Blockdaemon Management APIManagement APIs56.5iProov Management APIManagement55.8DottedSign Management APIThe Management API from DottedSign — 13 operation(s) for management.55.1temprhq-io APItemprhq-io API as documented publicly: 14 operations. Contract generated from the documentation by API Evan...54.7
Developing 44 Usable, with meaningful gaps to close
Highlight Private GraphQL APIInternal GraphQL API that powers the Highlight dashboard at `https://pri.highlight.io`. Used to list, searc...54.1Cisco Expressway XML APILegacy XML-based API for configuration and status retrieval on Cisco Expressway systems. Uses HTTP Basic Au...54.0EagleView Management APIProgrammatic project and API-key management. Authenticates with an `op-mak-…` management token; available o...52.2Hubris Management APIThe Management API from Hubris — 5 operation(s) for management.52.0Apache Kafka Admin APIAPI for managing and inspecting topics, brokers, configurations, and ACLs.51.4NetBackup Administration APIAPI for managing NetBackup jobs including getting job details, listing jobs by filter, restarting, resuming...51.2NetBackup Manage APIAPI for managing alerts and notification operations in NetBackup environments.51.2TrueFoundry Platform APIThe TrueFoundry Platform API provides programmatic access to the TrueFoundry MLOps platform for managing ap...51.2SuprSend Management APIThe SuprSend Management API provides programmatic control over workspace assets including workflows, templa...50.1NetScaler ADM NITRO APIThe NetScaler Application Delivery Management (ADM) NITRO API provides programmatic access to manage, monit...49.6NetScaler SDX NITRO APIThe NetScaler SDX NITRO API provides programmatic access to configure and manage NetScaler SDX appliances v...49.6National Australia Bank (NAB) Gateway Payments APINAB's first-party merchant payments REST API platform (the NAB Gateway / NAB Transact developer portal at n...49.5TopK Management APICreate, list, get, update, and delete datasets and collections that back TopK search and retrieval.48.7Infoblox BloxOne Infrastructure Management APIAPI for managing BloxOne Cloud infrastructure components. Provides endpoints for managing on-premises hosts...48.6Oracle APEX Application APIAPI for managing APEX applications, pages, and components.48.5Oracle ORDS Database APIREST API for Oracle Database management and monitoring operations through ORDS, including pluggable databas...48.5SecureAuth (incl. Cloudentity) MANAGEMENT APIThe MANAGEMENT API from SecureAuth (incl. Cloudentity) — 12 operation(s) for management.48.3Delphix Management APIThe Management API from Delphix — 1 operation(s) for management.48.1QlikView Management API (QMS API)SOAP-based API for QlikView management and administration tasks.48.0AbuseIPDB Management APIEndpoints for managing your own reports.47.8SimpleLocalize Projects APIThe SimpleLocalize Projects API allows creation and listing of translation projects. It uses Personal Token...47.8SAP Commerce Cloud Portal APIThe SAP Commerce Cloud Portal API provides programmatic access to manage cloud environments, deployments, b...47.1Redis Cloud APIThe Redis Cloud REST API for managing subscriptions, databases, cloud accounts, access control, and logs on...46.5Redis Enterprise APIREST API for managing Redis Enterprise Software clusters. Provides endpoints for cluster configuration, dat...46.5Redis InsightRedis Insight is a free GUI management tool for Redis. Provides database browsing, query execution, memory ...46.5NGINX AgentNGINX Agent provides an administrative entry point to remotely manage, configure, and collect metrics and e...46.1Asset Management APIManages asset-related data within SAP Ariba for tracking and maintaining procurement-related assets.45.7Contract Terms Management APIManages contract terms including creation, modification, and retrieval of contract term details within cont...45.7Event Management APIManages events and event-driven processes within SAP Ariba for tracking procurement and sourcing activities.45.7Forcepoint Appliance REST APIREST API for managing Forcepoint appliances (basic auth over HTTP(S)).45.6Jeeng Management APIThe Management API from Jeeng — 3 operation(s) for management.45.5SAP HANA Cockpit APIRESTful API for SAP HANA Cockpit administration and monitoring.44.8Sensors Data Management APIThe Management API from Sensors Data — 9 operation(s) for management.44.7Speechmatics Management APIREST API for programmatic management of projects, API keys, usage tracking, and account administration.44.2RHEL 8 Cockpit Web Console APICockpit is a web-based system management interface for RHEL that exposes internal D-Bus and system APIs thr...44.1WebLogic JMX APIJava Management Extensions API for programmatic management and monitoring of WebLogic Server.44.0Apache Solr Collections APIThe Solr Collections API provides REST endpoints for managing SolrCloud collections, shards, replicas, and ...40.6Apache Solr Config APIThe Solr Config API and Request Parameters API provide REST endpoints for managing Solr's solrconfig.xml se...40.6Apache Solr Schema APIThe Solr Schema API provides REST endpoints for managing the schema of a Solr collection, including field t...40.6Finch Management APIThe Management API from Finch — 9 operation(s) for management.40.6Apache Tomcat JMX APIThe Tomcat JMX API exposes management and monitoring beans for Connectors, Engines, Hosts, Contexts, Sessio...40.5Apache Tomcat Manager APIThe Tomcat Manager application provides an HTTP text protocol API for deploying, undeploying, starting, sto...40.5Spring Boot Actuator APIProduction-ready features for monitoring and managing Spring Boot applications. Exposes health checks, metr...40.2Kevel Management APIThe Management API provides programmatic access to manage advertisers, campaigns, flights, ads, creatives, ...39.3
Thin 43 Limited public surface area
AB Tasty Public APIThe AB Tasty Public API provides programmatic access to manage campaigns, monitor and control experiments, ...39.2Windows Management Instrumentation (WMI)Infrastructure for management data and operations on Windows systems.39.0X-Road Management Services (SOAP)SOAP management services of the X-Road central service (client registration, deletion, owner change, etc.).38.9NATS JetStream Management APIThe JetStream wire API provides a protocol-level management interface for configuring and operating JetStre...38.5Veritas InfoScale Operations Manager APIREST API for centralized monitoring and management of InfoScale environments. Provides meta, query, update,...38.5Formspree Forms APIREST API for retrieving submissions and managing forms. Endpoints under /api/0/forms//. Bearer auth using a...37.8Cassandra JMX Management InterfaceJava Management Extensions (JMX) interface for monitoring and administering Cassandra nodes, including metr...37.7InfoScale Operations Manager Web Services APIHTTPS-based Web Services API for Veritas InfoScale Operations Manager (VIOM) providing the ability to query...37.4Veritas InfoScale Operations Manager Web Services APIWeb services API for InfoScale Operations Manager (VIOM) providing meta, query, update, and operations APIs...37.4ECOMMPAY DashboardMerchant management interface providing tools for controlling, analysing, and managing payments, projects, ...37.3Bunny.net Core Platform APIREST API for managing account-level bunny.net resources - Pull Zones, Storage Zones, DNS Zones, Stream Vide...36.7Adapter Management APIThe management API from Adapter — 1 operation(s) for management.36.5Builder.io Admin GraphQL APIPrivate GraphQL API for back-end servers and trusted integrations. Enables space management, user access co...36.3Apache ActiveMQ Jolokia Management APIThe Jolokia JMX-HTTP bridge API provides HTTP access to JMX metrics and management operations for the Activ...35.8Apache ActiveMQ Management APIJolokia JMX-HTTP bridge for broker monitoring and management.35.8Reservoir Management APIThe Management API from Reservoir — 15 operation(s) for management.35.8Statuspage Manage APIREST API for managing Statuspage pages, components, component groups, incidents, incident templates, schedu...35.3Veeam Backup Enterprise Manager REST APIREST API for Veeam Backup Enterprise Manager, providing centralized management of Veeam Backup & Replicatio...34.5Hakuna Management APIAdmin-only management of projects, clients and tasks34.3Spring Boot Admin APIAdmin UI and monitoring tool for Spring Boot applications providing registration, health monitoring, log le...33.7Brightcove Player Management APICreates, edits, and manages Brightcove players as publishable resources with full configuration control.33.3Cisco Secure Firewall Management Center APIThe Cisco Secure Firewall Management Center API configures remote-access VPN gateways, group policies, and ...32.8Imperva Management APIThe Management API from Imperva — 2 operation(s) for management.32.5Kubeflow Central Dashboard APIAPI supporting the Kubeflow central dashboard and UI components, which provide a unified interface to all i...32.1Baseten Management & Async APIDeployment management, async/queued inference, chain calls (multi-model workflows), training, dedicated-dep...31.9EMC Unisphere REST APIThe Unisphere Management REST API provides programmatic access to manage Dell EMC Unity and PowerStore stor...31.7LiteLLM Files APIProvides an OpenAI-compatible /files endpoint for file management operations used in conjunction with fine-...31.7Virsec Security Platform CMS APIThe Virsec Security Platform Centralized Management Server (CMS) exposes a RESTful API for procuring inform...31.7Grafbase Management APIGraphQL-based management API that powers the Grafbase Dashboard and enables programmatic control of organiz...31.5Landscape APISystems management API for Ubuntu servers enabling automated patch management, compliance reporting, and fl...31.5Inkeep Agents / Management APIREST management surface for the Inkeep Agents framework - create and operate agents, sub-agents, projects, ...30.6Eyevinn Open Source Cloud REST APIThe Eyevinn Open Source Cloud (OSC) REST API is the management plane for provisioning and operating service...30.0Control Hub APIAdminister Webex organizations, users, licenses, audit events, and service settings programmatically.29.7Hypori Management APIREST API for administering a Hypori deployment — managing user accounts, virtual device lifecycles, client ...29.7Versa Director REST APIManagement and orchestration REST API of the Versa Director control plane — SD-WAN workflows, appliance/dev...29.7CTERA Portal RESTful APIRESTful management API for the CTERA Portal. Exposes a uniform object namespace (users, devices, folders, a...29.6StarRocks FE HTTP APIThe Frontend (FE) HTTP server exposes REST endpoints for cluster administration, metrics, query profiling, ...29.1Cloudflare Turnstile Management APITurnstile widgets and analytics are managed through the broader Cloudflare API, which exposes endpoints to ...28.8Blacksmith Dashboard and ObservabilityWeb dashboard at app.blacksmith.sh for organization setup, runner and cache management, and observability -...28.7Authsignal Management APIREST API for tenant-level configuration: actions and rules, theme and branding, and other tenant settings. ...28.5ChargePoint Fleet Management APIManage electric vehicle fleet charging through ChargePoint's platform. Access vehicle registration, driver ...27.1Hypertune Management APIProgrammatic and Git-based management of flags, experiments, and configuration. Hypertune versions all flag...26.9MyScale Cloud / Cluster ManagementMyScale Cloud provisions and manages clusters (create, modify name / size / replicas / idle period, reset p...26.7
Emerging 5 Early or largely undocumented
JBoss EAP Management APIRESTful management API for JBoss Enterprise Application Platform (EAP) administration and monitoring of ser...25.7WildFly REST APIRESTful interface for WildFly (the community version of JBoss EAP) server management, deployments, and runt...25.7LootLocker Admin APIThe Admin API provides direct programmatic access to LootLocker's platform management features, enabling ga...20.8Higress Console APIThe Higress Console API provides a RESTful management interface for configuring and administering a running...20.2Open M-PlaneOpen M-Plane is a software component of Meta's Evenstar hardware design for configuration and management of...12.2
Minimal 3 Almost no public developer surface
Goldsky DashboardWeb dashboard for managing Goldsky projects - subgraph deployments, pipeline status, logs, billing, and API...10.2Goldsky Pipeline REST APIREST API for managing Mirror and Turbo pipelines - create, delete, list, pause, resume, restart - plus pipe...10.2Aserto Control Plane APIManagement API for the Aserto SaaS control plane (wound down May 2025, succeeded by the open-source Topaz p...0.0

Companies reaching this through an API (130)

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

AB Tasty AbuseIPDB Adapter Adobe Suite Aeris Ahrefs Amazon API Gateway Apache ActiveMQ Apache Cassandra Apache Kafka Apache Solr Apache Tomcat Appwrite Ariba Aserto Authsignal Azure Service Bus Baseten Blacksmith Blockdaemon Brightcove Builder.io Bunny.net Census ChargePoint Cisco Catalyst SD-WAN Cisco Collaboration Hybrid Solutions Cisco Expressway Cisco Intersight Cisco Secure Client Citrix NetScaler Cloudera Cloudflare Turnstile Confluence CTERA Delphix DottedSign Dynatrace EagleView ECOMMPAY Edgee Embrace EMC ETSI Eyevinn Technology Finch Forcepoint Formspree Friendbuy Gitea
Show all 130 companies ↓
Goldsky Google Workspace Grafbase Hakuna Hasura Highlight (highlight.io) Higress HiveMQ Hubris Hypertune Hypori IBM WebSphere Imperva Infoblox Inkeep iProov JBoss Jeeng Junction Kentico Kevel Kixie Kubeflow LF Connectivity LiteLLM Liveblocks LootLocker Microsoft Exchange Microsoft Power Apps Microsoft Power Platform APIs Microsoft SQL Server Microsoft Windows Microsoft Windows Server mParticle MyScale National Australia Bank NATS NGINX NinjaOne Opper AI Oracle Oracle APEX Oracle WebLogic Server past-dev Payabli Power BI QlikView Red Hat Enterprise Linux 8 Redis Reservoir RudderStack SAP Commerce Cloud SAP HANA SecureAuth (incl. Cloudentity) Sensors Data SimpleLocalize SnapTrade Speechmatics Splunk Spring Boot Spring Framework StarRocks Statuspage SuprSend temprhq-io Topk Traefik Labs TrueFoundry Ubuntu Veeam Veritas Cluster Server Veritas InfoScale Veritas NetBackup Veritas Volume Manager Versa Networks Virsec Wherobots X-Road (NIIS) Yugabyte Zendesk

Score breakdown

Frequency
58.0
log-scaled weighted occurrences
Breadth
0.5
spread across providers
Quality lift
25.4
mean composite of providers using it
Cohesion
7.6
strength of nearest seed neighbor

Related tags

Administration 24 co-occurrences Configuration 26 co-occurrences Monitoring 33 co-occurrences Orchestration 12 co-occurrences Cluster 13 co-occurrences Servers 12 co-occurrences Scripting 8 co-occurrences API Gateway 11 co-occurrences

Where this tag comes from

Api tag151
Provider tag38
Openapi tag17
Openapi op tag64

Cohort brief

Auto-generated

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

Providers
29
of 38 in the catalog
Mean Kin Score
30.2
+6.1 vs catalog 24.1
Mean Agent Readiness
19.8
+5.7 vs catalog 14.1
Spread
5.5–72.2
median 26.1 · σ 19.1
How the 29 split by band
Exemplar 2Strong 2Developing 5Thin 5Emerging 11Minimal 4
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 45.8 30 +15.8 29
Developer Ergonomics 30.8 24.5 +6.3 29
Discoverability 63.6 59.1 +4.5 29
Contract Quality 21.6 18.6 +3 29
Contract Governance 11.4 9.7 +1.7 29
Operational Transparency 12.5 13.2 -0.7 29

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

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 17% 18% -1
MCP server (first-party) 21% 16% +5
Agent Skills 0% 0% 0
OAuth scopes 10% 13% -3
Security 100% 99% +1
Arazzo workflows 7% 1% +6
Governance rules 41% 36% +5

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 Amazon Systems Manager 72.2
  2. 2 Boomi 68.5
  3. 3 SnapLogic 63.7
  4. 4 WunderGraph 57.2
  5. 5 Broadcom 53.8
  6. 6 HairDora 49.5
  7. 7 Cobot2 44.7
  8. 8 Dell Servers 44.2
  9. 9 Modoboa 39.5
  10. 10 Coaching Leader Guide 37.1
Top by Agent Readiness
  1. 1 Amazon Systems Manager 50.7
  2. 2 Hasfiyat 47.6
  3. 3 Boomi 39.9
  4. 4 Broadcom 37.5
  5. 5 SnapLogic 37.1
  6. 6 Cobot2 34.5
  7. 7 WunderGraph 33.1
  8. 8 Groundflag 33.1
  9. 9 Coaching Leader Guide 30.5
  10. 10 HairDora 28.4
All 38 members of this roster resolve to a provider in the catalog; 29 carry a score (76%). The figures above describe the scored members only.
Coverage caveat. 22 of 29 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.

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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.
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