established · -1.6 market domain

Communications

Score 27.1 / 100 184 providers +41 via APIs 64 APIs Search apis.io →
Workflows using this tag
Microsoft Azure Tag an Existing Resource Group · Microsoft Azure Microsoft Azure Provision a Region-Specific Deployment · Microsoft Azure Microsoft Azure Audit Subscription Resources · Microsoft Azure Microsoft Azure Deploy Template to a New Resource Group · Microsoft Azure Microsoft Azure Resource Group Lifecycle Tag and Inventory · Microsoft Azure Microsoft Azure Select Subscription and List Resource Groups · Microsoft Azure Microsoft Azure Find Resources by Type and Inspect Their Group · Microsoft Azure Microsoft Azure Deployment Status and Resulting Resources · Microsoft Azure
Business capabilities this tag reaches
Customer Service Management 2 Legal Management 1
Variants seen in the corpus: CommunicationCommunications

Providers using this tag (184)

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

Exemplar 15 Complete, well-documented, and agent-ready
TwilioAuthenticationContact CenterEmail55 APIs91.6TelnyxCPaaSVoiceSMS2 APIs86.2InfobipTelecommunicationsCroatiaCPaaSMessaging50 APIs84.9Amazon PinpointCampaignsEmailMarketing2 APIs77.8TelesignAuthenticationFraud PreventionPhone Intelligence28 APIs72.0SinchMessagingSMSVoice21 APIs71.78x8TelecommunicationsUnited StatesCPaaSUCaaS34 APIs71.3VonageMessagingTelecommunicationsVideo Conferencing22 APIs71.3Zoom PhoneTelecommunicationsUnited StatesUCaaSCloud PBX2 APIs67.9SignalWireCompanyCPaaSVoice2 APIs66.9NylasCalendarContactsEmail2 APIs87.4LeadpingLead ManagementSales & marketing automationSMS MessagingA2P 10DLC1 API75.4LoopsEmailEmail APIMarketing AutomationTransactional Email1 API70.1MailboxlayerEmailEmail VerificationSMTPMX Records2 APIs67.4SMTP2GOEmailEmail DeliveryTransactional EmailSMTP1 API67.4
Strong 22 Solid coverage with minor gaps
Orange Business5GArtificial IntelligenceB2BCAMARA12 APIs65.3HustleCompanyEnterpriseMessagingSMS1 API62.9FrontAppCompanyCustomer ServiceShared Inbox2 APIs61.8BandwidthCPaaSVoiceMessaging3 APIs61.0Spruce HealthHealthcareHIPAASecure Messaging16 APIs60.2RingCentralUCaaSVoiceVideo1 API59.9SonetelCompanyTelephonyPhone NumbersVoIP20 APIs58.6KixieCompanySales EngagementVoiceTelephony3 APIs57.6ZoomVideoZoomChatCollaboration12 APIs56.2Phone ComCompanyVoIPTelephonyBusiness Phone2 APIs55.9YoodliArtificial IntelligenceCoachingLearning and Development1 API55.1WebexCallingCollaborationEnterprise10 APIs64.1The Mobile First CompanyCompanyTelephonyVoice1 API62.0GoToWebinarAttendeesCollaborationEvent3 APIs61.4EntergramMessagingNotificationCRM1 API61.1ZavuCompanyMessagingSMSWhatsApp1 API60.0KudosityMessagingSMSMMSRCS2 APIs57.6SaperlyTelephonyVoiceSMSPhone Numbers2 APIs57.0parcelLabPost-PurchaseE-CommerceTrackingReturns1 API56.9MailerSendEmailTransactional EmailSMTPMarketing1 API56.3Microsoft TeamsMicrosoft TeamsChatCollaboration11 APIs56.2SendHubCompanySMSMessagingText Messaging1 API55.9
Developing 23 Usable, with meaningful gaps to close
QuoCompanyMessagingSMS1 API53.0AvayaContact CenterCollaborationArtificial Intelligence40 APIs52.5CallfireCompanyCloudMessaging13 APIs51.0WeaveCompanyMessagingPayments1 API50.3BirdSMSEmailWhatsApp23 APIs48.6AptlyCompanyCloud SaasProperty ManagementReal Estate1 API47.5NextivaCompanyVoiceContact Center5 APIs46.3NfonCompanyTelecommunicationsCloud TelephonyUCaaS3 APIs46.2WeavixFrontline WorkersWorkforce ManagementMessaging1 API41.6Zoho CliqMessagingTeam CollaborationChatBots22 APIs41.4SEDNACompanyShippingMaritimeEmail1 API40.1FynoNotificationMessagingPush Notifications1 API40.0WhippyMessagingSMSEmail1 API39.9CommunityMessagingSMSMarketing1 API54.1Neutrino APIData ValidationData ToolsTelephony2 APIs54.1SimpleTextingSMSMMSMessagingMarketing1 API52.4VeritusCompanyFintechConsumer LendingCollection1 API50.5TruecallerCompanyConsumerCaller IDPhone Verification4 APIs49.4BeeperCompanyConsumerMessagingChat1 API45.8WherebyVideoReal-TimeWebRTC1 API45.4KumospaceCompanyVirtual OfficeRemote WorkCollaboration1 API45.3BulkSMSSMSMessagingBusiness1 API45.0Cisco Webex MeetingsCollaborationEnterpriseMeetings1 API40.3
Thin 35 Limited public surface area
PlivoCPaaSVoiceSMS1 API38.9TruVideoCompanyCommerceVideoMessaging1 API37.0AlianzaCompanyCloud CommunicationsVoice2 APIs34.2MSG91CloudMessagingSMS1 API31.4MoviusCompanyMessagingMobile1 API31.3DialpadVoiceArtificial IntelligenceContact Center1 API29.1IntelsatSatelliteConnectivityEnterprise2 APIs28.8RR Donnelley And SonsMarketingPrint ServicesDirect Mail28.7ClickSendSMSMMSVoice1 API26.9EsendexSMSMessagingBusiness1 API38.7engageSPARKCompanyMessagingSMSVoice1 API38.4MirrorFly Messages APICPaaSChat / Messaging APIVoice API1 API37.7MittoMessagingOmnichannelEnterprise6 APIs37.6BurnerCompanyPhone NumbersSMSMMS1 API37.5ConfrereCompanyVideoVideo Conferencing1 API36.7SobotCompanyEnterpriseContact CenterCustomer Service4 APIs35.5Muck RackPublic RelationsMedia MonitoringMedia DatabaseJournalists1 API35.2RainbowCPaaSChatVoice3 APIs35.2TalkJSChatMessagingSDK1 API34.8GroupMeCompanyConsumerMessagingChat1 API34.7ChertCompanyMessagingiMessage1 API34.3JustCallVoiceSMSCloud PhoneContact Center1 API34.0LifesizeCompanyVideo ConferencingCollaboration2 APIs32.9SuperhumanCompanyEmailProductivityArtificial Intelligence32.6TextlaCompanySMSText MessagingBusiness Messaging32.0Google MeetVideo ConferencingMeetingsCollaboration1 API30.9AircallVoiceCloud PhoneCRM1 API30.3SymphonyCollaborationFinancial ServicesMessaging10 APIs30.0DocumoFaxCloud FaxDocument DeliveryHIPAA1 API29.0ExotelCloud TelephonyVoiceSMSIndia1 API28.8NewVoiceMediaCompanyCloudContact CenterCCaaS1 API28.6Cisco Control HubAdministrationCallingCollaboration1 API28.2SMSAPIMessagingSMSMMSVoice1 API28.0SightCallCompanyVideoWebRTCRemote Support1 API27.4DyteVideoVoiceReal-TimeWebRTC1 API26.7
Emerging 42 Early or largely undocumented
AirPRCompanyPublic RelationsMedia IntelligenceMedia Monitoring1 API25.646elksCPaaSSMSMMSVoice1 API24.9SduiCompanyEducationEdTechSchools2 APIs23.7Motorola SolutionsPublic SafetyVideo SecurityIoT1 API23.5Microsoft SkypeMessagingMicrosoftVideo2 APIs22.8OurPeopleWorkforceFrontline1 API22.7xMattersIncident ManagementOn-CallAlertingService Reliability1 API22.7Africa's TalkingSMSUSSDVoice1 API21.9VoxerCompanyPush To TalkWalkie-Talkie21.3CarbyneCompanyEmergency ServicesPublic Safety19.8AuranetworksystemsAviationInfrastructureUnmanned1 API17.7LaunchNotesChangelogDeprecationProduct1 API17.0PigeonlyCompanyInmate CommunicationCorrectionsPrison Calls16.1AfilnetCompanySMSVoice15.8Manifest LawCompanyLegalLegal TechCase Management1 API15.4GlobalstarCompanySatelliteIoT15.0Joya CommunicationsCompanyVideo ChatVideo MessagingMessaging15.0BeekeeperCompanyEmployee EngagementFrontline13.9CampuswireEducationCollaborationPlatformLMS13.3IntermediaCloudContact CenterVideo Conferencing5 APIs13.1UmonyCompanyComplianceCall Recording13.0RyloCompanyConsumerAccessibilityCaptioning12.3Astranis Space TechnologiesCompanySatelliteGeo12.1TanlaCompanyMessagingPlatform11.8SESSatelliteAerospaceEnterprise11.5PreparedCompanyEmergency ResponsePublic Safety91111.1TelesatCompanySatelliteLEO11.1TextmagicSMSText MessagingMessaging1 API26.1SignpostCompanyEnterpriseVirtual ReceptionistAnswering Service24.8GupshupMessagingWhatsAppConversational AICPaaS1 API23.7Rakuten ViberCompanyMessagingChatbots4 APIs23.4SpikeCompanyEmailCollaborationTeam Chat22.6BesideCompanySoftwareVoice19.8LoomProductivityVideoAsync5 APIs19.7Ambr TechnologiesArtificial IntelligenceEnterpriseTrainingRoleplay17.9MoxtraCollaborationCustomer EngagementMessagingVideo Conferencing1 API16.9VoltCompanyWhatsAppMessagingProductivity1 API16.3CopiaCompanyFaxEnterprise Software1 API15.1Confide *CompanyConsumerMessagingEncryption14.5SmoreCompanyEducationEdTechNewsletters14.5CometaCompanyEducationEdTechSchool Management13.1CaremessageCompanyHealthcarePatient EngagementMessaging12.3
Minimal 47 Almost no public developer surface
All City CommunicationsCompanyAnswering ServiceCall CenterTelecommunications10.1RemindMessagingEducationK-1210.0CesiumAstroCompanyHardtechAerospaceSatellite9.7EutelsatCompanySatelliteGeo9.7PingerCompanyTelecommunicationsMessaging9.4SatelliteCompanyWeb3DecentralizedMessaging8.8West Technology GroupCustomer ExperienceArtificial IntelligenceHealthcare8.4JiveCompanyEnterpriseCollaborationDigital Workplace7.8Proximus GlobalCompanyDigital IdentityConnectivity6.5EchoStarConnectivityFortune 500IoT5.8VonBoxCompanyTelephonyMessaging4.5BravegroupCompanyDesignAdvertising1 API4.0Quanta ServicesFortune 500InfrastructureEnergyElectric Power3.7FuzeCompanyCloudUnified CommunicationsUCaaS3.4TeamnoteCompanyEnterprise MessagingMobileCollaboration3.4Cedar Point CommunicationsCompanyTelecommunicationsVoIPSoftswitch2.5GMSCPaaSMessagingEmail2.5VoxoxCompanyTelecommunicationsCloud Communications2.2MessageMe *CompanyConsumerMessaging0.0NovaxessCompanyTelecommunicationsDefunct0.0SessionsCompanyCollaborationVideo Conferencing0.0TalkoCompanyMessagingVoice0.0ContentguruCompanyCustomer ExperienceCloudArtificial Intelligence1 API10.9CrewCompanyApplicationWorkforce ManagementFrontline10.1Northwood SpaceCompanySpaceSatelliteGround Station9.9ClubhouseCompanySocial AudioSocial NetworkLive Audio9.8DialupCompanyVoiceSocial9.3Aptos OrbitalCompanySpaceSatelliteSpacecraft8.9KSATSatelliteGround StationSpace8.9C2MCompanySocialMessagingChat8.8SonusCompanyInfrastructureNetworking6.0VoxeetCompanyConferencingVoiceVideo5.9LiveprofileCompanyMessagingChat5.3BridgewireCompanyMessagingAutomationIntegration1 API4.6ClubhousevoiceCompanyVoiceAudio3.4CompanionArtificial IntelligenceInterfacesIntelligence3.4HotmailCompanyEmailWebmailConsumer3.4AutotalksCompanyTechnologyAutomotive3.1Walkie-TalkieCompanyConsumerSocial AudioAudio3.0TandemCompanyRemote WorkVirtual OfficeTeam Collaboration2.6AroundCompanyVideoVideo ConferencingCollaboration0.0Blue Jeans NetworkCompanyEnterpriseVideo Conferencing0.0FaxSavCompanyFaxInternet FaxMessaging0.0inbilinCompanySocialVoiceMobile0.0MakelogCompanyProductivityChangelogRelease Notes0.0TalkrayCompanyMessagingVoice0.0VoiceVoiceCompanyConferencingAudio0.0

APIs with this tag (64)

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 6 Complete, well-documented, and agent-ready
HubSpot Engagement Communications APIThe communications API allows you to log WhatsApp, LinkedIn, or SMS messages to CRM record timelines. You c...93.2Microsoft Azure Communication Services APIAzure Communication Services provides multichannel communication APIs that enable developers to add voice, ...76.5Microsoft Azure Communications APIThe Communications API from Microsoft Azure — 6 operation(s) for communications.76.5Leadping Webhook EventsOutbound HTTPS webhook deliveries fired by Leadping automations, signed with the Standard Webhooks specific...75.4SPOTIO Communication APIAPI for communication activities. You can retrieve data about communication activities. You can also marks ...68.7Mailboxlayer Email Validation APIREST/JSON API for real-time email validation: syntax check, typo suggestions, MX-record lookup, SMTP verifi...67.4
Strong 12 Solid coverage with minor gaps
Unity Vivox Voice and Text Chat APIVivox provides voice and text-based communication services for games, with APIs for managing channels, part...66.2Orange Business Contact Everyone APIMultichannel contact and notification API — SMS, voice, email, and fax broadcast — used for crisis communic...65.3Orange Business Talk APIProgrammable management for Business Talk, Orange Business's enterprise SIP trunking and IP voice service. ...65.3Orange Business Voice as a Service APIProgrammable voice / VoIP API for integrating outbound calls, IVR, and click-to-call into business applicat...65.3FireHydrant Communication APIOperations related to Communication64.9Canvas Medical Communication APICommunications with or about a patient64.6Front Core APIThe Front Core API is a REST API over Front's shared-inbox platform. It exposes conversations, messages, dr...61.8Microsoft Graph Communications APICreate and join online meetings, manage call records, and enable cloud communications capabilities for appl...61.8Google Meet APIThe Google Meet API allows developers to build applications that integrate with Google Meet.60.4Procore Communications APIThe Communications API from Procore — 6 operation(s) for communications.60.3Partnerize Communications APIThe Communications API from Partnerize — 7 operation(s) for communications.58.7Deputy Communication APIThe Communication API from Deputy — 1 operation(s) for communication.56.7
Developing 17 Usable, with meaningful gaps to close
Gladly Communications APICommunications API enables you to programmatically send messages to your customers. These messages are non-...54.0MTN Group Communication APIThe Communication API from MTN Group — 4 operation(s) for communication.52.1DoorLoop Communications APIThe Communications API from DoorLoop — 2 operation(s) for communications.51.6Clio Communications APIUsers can view all logged phone calls and emails under the Communications tab in Clio. This is also where t...51.0JPMorgan Chase Communication APICommunication Update50.7Dream Sports Communication APIThe Communication API from Dream Sports — 2 operation(s) for communication.50.3Factorial Posts and Communities APIGroups, posts, and comments backing the Communities V2 feature. Requires Communities V2 to be enabled on th...48.4Check Communications APIThe Communications API from Check — 2 operation(s) for communications.47.7Paedae Communications APIThe Communications API from Paedae — 16 operation(s) for communications.47.4AMCS Group Communication APIThe Communication API from AMCS Group — 3 operation(s) for communication.46.6MedAdvisor Communication APIThe Communication API from MedAdvisor — 6 operation(s) for communication.46.5NHS England Communication APIThe communication API from NHS England — 4 operation(s) for communication.46.1ELLKAY Communication APIThe Communication API from ELLKAY — 2 operation(s) for communication.45.9StackOne Unified Messaging API (Legacy)Legacy (no longer in active development; existing functionality remains supported). StackOne Unified Messag...45.0Oracle Health (Cerner) Communication APIFHIR R4 Communication resource as implemented by Oracle Health Millennium Platform.44.7Epic Online Services Voice APIThe EOS Voice Interface delivers in-game voice chat using Vivox backend infrastructure, with positional aud...40.9Centene Communication APIThe Communication API from Centene — 6 operation(s) for communication.40.0
Thin 20 Limited public surface area
RelativityOne Communications APIOperations for legal hold communications and notifications38.9MirrorFly Chat Platform APIREST/HTTP API for chat and messaging (User and Admin APIs) with JSON payloads. Production base URL is tenan...37.7Leo1 Communication APIThe Communication API from Leo1 — 3 operation(s) for communication.36.6NHS Digital Communication APIThe communication API from NHS Digital — 4 operation(s) for communication.35.5Qualia Messages APISend and receive messages tied to an order or transaction, powering client communication and status notific...34.7Advanced Email Verification APIVerify an email address from a single query parameter and get a response with code and success. Useful for ...32.4ApyHub Communications APIThe Communications API from ApyHub — 3 operation(s) for communications.32.4Email Deliverability Score APICheck an email address for syntax, MX records, and disposable domains. Get a score, level, and boolean chec...32.4Email MX Lookup APICheck whether an email domain has MX records. Returns email, domain, has_mx, and mx_records for deliverabil...32.4Email Syntax Validator APIValidate an email address by syntax only and get the local part, domain, and valid flag back. Useful for fa...32.4Select Medical Holdings Communication APIFHIR R4 Communication resource as declared by the Select Medical FHIR server CapabilityStatement.30.6Frostbyte Communication API1 services29.7Kalshi Communications APIRequest-for-quote (RFQ) endpoints29.4Deutsche Telekom AI StudioBuild conversational customer experiences in natural language across SMS, RCS, voice, video, and chat chann...27.8Deutsche Telekom Conversational Connect APITransform customer communications with intelligent conversational marketing across messaging channels, inte...27.8Deutsche Telekom Reports APIProgrammatic access to communications usage data, delivery reports, and billing breakdowns across the CPaaS...27.8Deutsche Telekom Rich Communication Services APIImprove customer experience using Rich Communication Services for branded, interactive messaging that exten...27.8Deutsche Telekom SMS APIProgrammatically send and receive text messages in practically every country through Deutsche Telekom's CPa...27.8Deutsche Telekom Video APIBring people together globally through fully programmable, customizable, live video sessions embedded in ap...27.8Deutsche Telekom Voice APIDeliver high-quality voice experiences over the low-latency, feature-rich, global Deutsche Telekom network ...27.8
Emerging 8 Early or largely undocumented
Wodify Communications APIEmail, SMS, in-app chat, and tasks.25.6Resul Web APIThe Resul (Resulticks) Web API is a JSON REST API served from the https://apis.resu.io base domain, documen...24.4Sdui Platform APIThe production JSON API behind the Sdui school-communication platform, serving the Sdui web app, the iOS/An...23.7Azure Communication ServicesAzure Communication Services (successor to Skype developer APIs) provides cloud-based communication APIs fo...22.8Skype URIs APISkype URIs provide a mechanism for launching Skype actions from web pages and applications. Developers can ...22.8FranConnect CRM APICRM module (path segment "cm"). Read and write contacts and relationship/communication records that support...14.7Intermedia Voice APIThe Intermedia Voice API enables developers to embed voice calling capabilities into CRMs, ERPs, ticketing ...13.1Subsplash Groups and Messaging APIManage groups, group membership, and messaging, and trigger push notifications and in-app messages through ...13.1
Minimal 1 Almost no public developer surface
Buildium Communications APIManages emails, notes, and other communications stored against properties, leases, tenants, owners, and ven...8.0

Companies reaching this through an API (41)

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

AMCS Group ApyHub Buildium Canvas Medical Centene Check Clio Deputy Deutsche Telekom DoorLoop Dream Sports ELLKAY Epic Games Factorial FireHydrant FranConnect Frostbyte Gladly Google Workspace HubSpot JPMorgan Chase Kalshi Leo1 MedAdvisor Microsoft Azure Microsoft Office 365 MTN Group NHS Digital NHS England Oracle Health (Cerner) Paedae Partnerize Qualia RelativityOne Resulticks Select Medical Holdings SPOTIO StackOne Subsplash Unity Wodify

Score breakdown

Frequency
66.2
log-scaled weighted occurrences
Breadth
4.1
spread across providers
Quality lift
32.1
mean composite of providers using it
Cohesion
20.6
strength of nearest seed neighbor

Where this tag sits

184 providers carry this tag directly, and 337 counting the 4 narrower tags below and the 3 beneath them — 153 more to reach.

CPaaS 57 providers UCaaS 11 providers Unified Communications 20 providers SMS 171 providers

Related tags

SMS 66 co-occurrences Messaging 97 co-occurrences Voice 58 co-occurrences CPaaS 26 co-occurrences Phone Numbers 23 co-occurrences Video Conferencing 20 co-occurrences Telephony 21 co-occurrences

Where this tag comes from

Provider tag188
Api tag64
Openapi tag21
Openapi op tag102

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
Communications (CPaaS)52%
Telecom Network APIs (CAMARA)36%

Cohort brief

Auto-generated

The 167 providers in the APIs.io catalog tagged Communications, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
167
of 184 in the catalog
Mean Kin Score
33.5
+11.3 vs catalog 22.2
Mean Agent Readiness
20.4
+8.4 vs catalog 12
Spread
0–91.6
median 30 · σ 22
How the 167 split by band
Exemplar 15Strong 22Developing 23Thin 35Emerging 42Minimal 30
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 30.4 17.2 +13.2 167
Access Clarity 35.9 23.9 +12 167
Developer Ergonomics 35.1 23.2 +11.9 167
Operational Transparency 23.6 13 +10.6 167
Discoverability 63.9 57.9 +6 167
Contract Governance 10.1 6.5 +3.6 167

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) 23% 13% +10
MCP server (first-party) 23% 12% +11
Agent Skills 0% 0% 0
OAuth scopes 22% 11% +11
Security 100% 98% +2
Arazzo workflows 4% 2% +2
Governance rules 23% 16% +7

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 Twilio 91.6
  2. 2 Nylas 87.5
  3. 3 Telnyx 86.1
  4. 4 Infobip 84.9
  5. 5 Amazon Pinpoint 77.8
  6. 6 Leadping 75.4
  7. 7 Telesign 72
  8. 8 Sinch 71.7
  9. 9 8x8 71.3
  10. 10 Vonage 71.3
Top by Agent Readiness
  1. 1 Telnyx 78.1
  2. 2 Leadping 71.7
  3. 3 Webex 66.5
  4. 4 Loops 62.2
  5. 5 Bird 61.5
  6. 6 Infobip 61.3
  7. 7 Entergram 60.4
  8. 8 Nylas 57.2
  9. 9 MailerSend 56.3
  10. 10 Saperly 55.8
All 184 members of this roster resolve to a provider in the catalog; 167 carry a score (91%). The figures above describe the scored members only.
Coverage caveat. 132 of 167 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

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The distribution (Pro) 
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  -H "X-API-Key: $APIS_IO_KEY"

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