AI Agents
Business capabilities this tag reaches
Information & Data Management 3
Variants seen in the corpus:
AI AgentAgentic AIAgenticAI Agents
Providers using this tag (1025)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 44 Complete, well-documented, and agent-ready
Tray.aiRelevance AIParallelContentstackAembitDelxPrismaAxonFlowSearch1APIAuth0UnifyRegalCracked APIDynamic FeedContext.devQualifiedScope3ZoomInfoLaunchDarklyAmigoPostmanThe ColonyMandateShieldAutomation AnywhereOktaCloseKnoxCallSigma ComputingDrippayPipesHubMrScraperUserGemsLeadspaceTemboAppsFlyerMatch It UpArchbeeSynadia CommunicationsBlnk FinanceFLORAApigeeSignalWireAlphaAIIntegrationOS
Strong 110 Solid coverage with minor gaps
HightouchcogDepotSyllableExploriumTaskfolkRelmWebCrawlerAPIThe Ainglish ProjectMolTrustAcceldataPaidBudibaseNefesh AIGeekflareSolo.ioDant3KognitosDialNexaAgentMailIntegration.app (Membrane)iwant.fyibroke2builtRyeCoastyAssetFareInngestAutoGPTDefiniteememUltravioleta DAOArcade.devBand AIEightfold AICovalAtomadic TechLindySaperlyVijilMoveworksKnostictemp.mdAircoverC1Poggio LabsFiddler LabsBarndoorClawSpanObserve.AIReplicantUncodie (now Makinari)BonitasoftRemoteVirix LabsWorkatoHumanMirrorDemandbase1FortRoutebaseOntraportOpenworkAiriaZillapiCymeticaSpace FrontiersClosedLoop AILevBoomiCelonisCreatioGumloopMoesifNashKnockAgent DiscoPloyScreenpipeFarmDash Agent HubFacetsStytchSE RankinginvinoveritasPubloraSiffletUnblockedZavuAdanos Market Sentiment APIjobopportunitiesapi-orgPlanableUniformbrick.blueWarmlyPrezentFunnelPagesnapLucidLinkTrisotechLaserDataDreamThreadsPrismaticReachdeskCONNSKILLH2O.aiComposioNimblewayBlock Lottosflatin.ptTowerAirMDRx402 List APIXiaoman (OKKI)
Developing 199 Usable, with meaningful gaps to close
AgentsPodiumHatchetRunloopMinicorOnecliAmbrBritiveChatsimpleClay953fVaultfire ProtocolSweepIndykiteCanFlyGlueTrigger.devAllowanceAgentMeshMCP360AssembledKnitOrthogonalAtomicworkPOLICYANDPLAY LTDHeyMilo1F916BrowserbaseBlue PrismSolvelaThe HogVeritusTARXANToolhouseNetomiKernelMem0ReloadFiniOutRivalAgnost AIClawdChat 虾聊Agentic AI FoundationSeam AIVinkiusDefakto SecurityTestsigmaSafetyKitPhos LabsDataRobotCodagCognigyRentahumanHyperbrowserLaminarSpongeClawvisorHappyrobotVerified Digital Agents (VDA)SegmentStreamArchastroCivicMetadataMireyeshveikStackOneAiseraMillimetricHarmonySkyfireMedableWarpStakPakMarz Greta-Lock NetworkAnchor BrowserLiquid AgentSession AIStellaryKarumiPypestreamInstabug (Luciq)LemmaSmitheryDome SystemsTrellisSema4 AiTollbitAskUICakewalkTerminal UseNameWhisperStillatokstaTawkitAIDocketBauplanConversicaInjectiveConxaiLuminary LaneLightbendWarpPay402 StudioRivetGleapTavilyBuiltWithGlobal DatabaseGoogle GeminiVOYGRClaixPipedreamQuadrillionCognition LabsWorkBoardAmikaMemoriesFullcastSkills DirectoryArteraMethod SecurityCywareScrapingAntMoirai LabsServalAGNTCYChordGojiberry AICast CorporationAlpicTesterarmyZocaNexAptlyNeuralVerge APIFastnStandard ComputeKurrentTadeus APITinyFishRecalRenooLabSmol MachinesRunWhenLiblabHumaansBright DataDynoInstant CommerceSeshat MarketsWealthVille — DeFi Liquidity Pool Scores API (Solana & EVM)DremioPolicyCheckWeldGoethenaJANUS Machine MarketProsper AIRoxGRITHAPI.marketNangoKimetsuMicrosoft Azure AI FoundryThoughtlyRecall LabsAva ProtocolHockeyStackCharacterQuiltDeeptraceNoded AILedgeSuperlogAlphaSenseShapesTerminal 3Unicorn ScreenerTzafonPaulieB14CenevoChatfuelTrutoBountiSchemaSureArdentAgentCheckNeubirdTursoSNHPMutinyAmdoseAcceptAutonomysFinn-tannlegelegal.ge Public APIsSecodaTestSpriteOpplyZ LeagueAgnoShelterVersTwenty
Thin 191 Limited public surface area
昆仑瑶池 (Kunlun Yaochi)agent402.devCrescendoXataDigitalGeniusFluentEDIMotleyCasapSapiomReliaQuestHush SecurityFlow AIDirect HireKickLeena AIUnissonZepAgMsgJulepChatbaseLua AIToolJetKlaus AINatomaModaRestackFund MomentumVideoSDKAgent Failure Mode RegistryMetorialSamaya AIDiagridliars.townMycelnet2XJeeva AIAutomatTraffic ParrotBreezePavootKiteVelvtScro Orphan DeskBaz TechnologiesAtlaCafeX CommunicationsLemonflowWatoMindsDBRunlayerReasonBlocksRegie.aiBlueOceanConductor OSSWikiKVKanaQuiqTrust3 AIBeziEntireAibleSalesgraphObotOpereitTaizenConverSight.aiAsendia AIFrostbytesmolagentsTaskletEder LabsKaajRapidCanvasX402 AI 自助门店Bluerock SecurityPinkfishNebulockSimularAgent SkillsGuild.aiKaxo TechnologiesallagentsEventEdge OraclePoshSursaTechPerkoonWorkFusionSienaAllstacksPreludeArmatureResslAnything11xReltioAbacus.aiForethoughtKeepFaceTrojAIDaptaGitpodQuarterzipIvoyantDiggerBolsaiConcentrixEllipsisSINCORMoonscaleWAODAOGoogle DataplexHilbert's AIModerneAppgainBackstoryPublicAVORA Agent ForgeRubiConnectHopliteUserlensQpointsupernormalTeammatesPulseMCP_doneLayerXSpateSunny YuenSimSpaceA2AParkOpseraDuplo CloudAgent DiffCoinbase GlobalTsentaDBSyncexe.devSwimlaneKubearkMachine0Polar AnalyticsGetVocalPriorflowLiberate1mindSupernovaLiveKitCrestaOneScreen AIStackmintSoundCommerceJuniper SquareCeloDeepwatchAnzennaCodeNOWGenie-us SoftwarePassionfrootArchipelagoPerimeterX (HUMAN Security)MacroTravel WorldBurstIQOnFabricLemonLimeRindlerBitHopperLunarCrushSummationActivelyPerseusSymbolicaZeniMarco PoloYou.comTrivagop0stmanParagondltHubPubMaticCloutJamViktorSkale LabsModel Context Protocol (MCP)Flow EngineeringTolmoBrand.aiMcKinsey & CompanySonarlyAI City Social Town
Emerging 285 Early or largely undocumented
Jack & JillScrapybaraSteelLogicstarMotics TechnologiesServiceUpBentolabs AISavant LabsAgentSeaKestrelYaloMAIUnifyAppsWandGeneral IntelligenceResolve AIPhidata / AgnoWordwareLightpandaMetaviewSentrialKata.aiVirtue AiDaylightAgentSmythAdversa AIClicksAshrPentagonSkipprBubble LabKleiokagentSupioMemory StoreNanoParseHealth UniverseAgentOpsCroglVerse (autonomous agent)Brickanta7AIStiltaCardinalOpsAccreteALLSALEINFINITGensparkGigaCausalySatisfi LabsVorlonLinx SecuritySenso.aiStrawberryCloud Ex MachinaSuperfuel AITokenNeuron7.aiVesenceBloomfilterOrolabsWideframeRezoOWKINHookVega SecurityYlookupFullseamAsteliaLeahGeordie AIArtianSuperduperBuildProvusConcourseMaisaVulcan TechnologiesAstrix SecurityBlobrArga LabsBasataCatenaAvataarDataSnipperAegisAINodaAgencyOasis SecurityRegrelloCare GPTalus NetworkYampaRunsybiltaktileAxamerNabooCodeKarmaConductor AIChipAgentsModel MLOrdanaCogentChasiFintorRamAInNurixRelayRiffExaforceSkanAltaraNorm AiZommaProphet SecurityDataBahn.aiStacksAmuletNewton ResearchDevAITerraExperiential LabsCentralComsAmperos HealthCignaraEnclaveMelodyArcRationalAvoiceParaformGlenLegoraRuka.aiSyntropyFlossyArtificial Intelligence Underwriting CompanyAuxiaDropzone AIStandard PracticeReindeer AISonansWhirlGovGuardPolsiaRobylon AIStraikerMona AiPointeeSalesapeSilent EightMadeThisWib&Wob (symbients)Gradient LabsNiteshiftSintraBrevianWoodstockGrok & MonP0 Agent Economy IndexSystem InitiativeCorveraEchelon AIBreederDAOExpected ParrotForest AdminSphinxAG2IRIZ PlatformChatwikChamp AiOpenBlock LabsUltimate.aiVi LabsModelcodeContinuaBrettonSaltoMoleculeCerenovusMybots.proYouartYurtsSardineAlkera AiBriefcaseBeacon HealthAsideiGentUnframe AILuminos.AISaleoAgentIQCharles CoGround AIFlowFlexPointZatannaAmbient.aiFerryOpenproseRezonantST LabsAdaptivePascal AIPraxis AI (Vortexify)CoastsSupafaxMagicalSully AISuperMeJake GaylorTaito.aiBotco.aiSainapseThesisFastMCPTredenceIvoModernLoopCrowPipe NetworkHackajobDucoBack Officecallagent.proRecurseMy AIGeneral IntuitionSycamoreVoltTurintechDialogusGetbasisOperantCallab AISavantVallorNewCoreJetstreamSpirlWordsmithDeepjudgedepthfirstEloquent AIAforiMindtripPasitoResolve SystemsSpot RunnerZarnaGemSweepTilda ResearchDistylTungeeLegion SecurityTorchAlexiLunabillThorinClerkieSalientHyper 4Refact.aiAxiamaticWisqAsephaAPEXHoopUdacityVelaJarminOutverseStandoutEnjamb LabsItemAvantosAutoGen StudioSparklesBacca.aiVenturaKouper HealthRogoSylloTips
Minimal 196 Almost no public developer surface
Tenex AIAiSensumAssembleContext.ai *LanceOoak DataAponoSarisAIMavenoidApproximaChipstackCoPlaneFabrixPolyTranslucent AIArdenMoonhubSett AIAuquanAivarOmniusAgentsOnCorps AIHessianUpSmithAizomeFindemTake2.aiArmadinSpringcoinArteria AIZymblyMochacareSolda.aiEquilibrium EnergyXaltsZygBluenoteSuperAgentZauberFlankJuna.aiPortersSalusTiyaroKlaimeeRealPactSynapticSilverStreamNumosSAGARISKosTenzaiconvergenceProcuriProximittyGoogle ADKAgileSoDAFed10HyroBayshoreMouseCatSurf AIINF TechChronicle LabsGodHandsOrchestraBunkerhill HealthBalerionOpen SoulsHex SecurityAwfar MarketClearstepCrosbyProjectxBluebookDoczenLab0Zeen/dev/agentsFoasterNovaRocketableSDSAStableBrowseThomasMountRoteAnonAtrisaFreqensMarkItSailplaneSuitableChaioneFabraixKelAICohesionTuzaConverzAIFenrock AIAI AutomationPerfectlyDiligencesquaredParaglidesherpaLuminaiFuchsiaGlimpseMercanisAurascapeBot HubFractal AnalyticsNevaWidgeraConveyKingswareAkkariArzanaONEAIX (1data / Yida Technology)Applied ComputeBrainAgent Skillsvideogame.aiBoardyChestnutInstalilyOntoraVisibl SemiconductorsAgile LoopWhitespaceAiris LabsSuplariWithAIKnoeticAsgardian Village · Canadian houseVerceptVestaReiner.aiOakWonderfulCardinalSixfoldBold MetricsIstanteDryftAboveEdraRubric LabsEYPantaA.TeamArcaInsurifyOsseusAndcoKaizntreeReframeSpecific LabsVestrisZudoWaltercargo.oneCrater StudiosAris MachinaAtropos HealthAutoGenSimanticEssential AIBidgelyHumansandMuro AIDvlp MedicinesHang Ten/dev/fastAudosBankiomCoveDiscovered MaterialsEverestRowspaceTrustAIWealorTydoCollegevineSpace ArmourAlongsideHardware IntelligenceRivet DesignDot ProductTalentplutoThe Sentience CompanyAlteraSarisYellow.aiEkpa
APIs with this tag (323)
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 41 Complete, well-documented, and agent-ready
Confluent Managed MCP ServersConfluent's managed remote Model Context Protocol servers. The global server at https://api.confluent.cloud...Gainsight CS MCP ServerGainsight's first-party remote Model Context Protocol server for Gainsight CS, exposed per tenant at /v1/ds...Kinde MCP ServerThe Kinde Management MCP server bridges AI agents and a Kinde account. It is TENANT-SCOPED — the endpoint i...LaunchDarkly MCP ServerLaunchDarkly operates a first-party hosted Model Context Protocol server at https://mcp.launchdarkly.com/mc...Postman MCP ServerThe Postman MCP Server exposes Postman Collections, environments, and workspaces over Anthropic's Model Con...Relevance AI MCP ServerFirst-party hosted MCP server exposing a Relevance AI project's agents, tools, workforces, knowledge tables...Atlassian Remote MCP ServerAtlassian's official hosted Model Context Protocol server. An OAuth 2.1 protected endpoint that exposes Jir...Upstox MCP ServerUpstox operates a hosted, OAuth-protected Model Context Protocol server at https://mcp.upstox.com/mcp that ...The Colony MCP ServerHosted Model Context Protocol server (protocolVersion 2025-06-18, serverInfo "The Colony" 1.28.1) over stre...MandateShield MCP ServerHosted, stateless Streamable HTTP MCP server at https://mandateshield.com/api/mcp. Anonymous initialize and...MandateShield Payment Authority Agent (A2A)JSONRPC A2A interface at https://mandateshield.com/a2a serving A2A 1.0 and 0.3 profiles (selected by the A2...Cross-App Access (XAA)Cross-App Access is Okta's emerging OAuth profile for secure agent-to-app and app-to-app authorization, bas...Okta for AI AgentsOkta for AI Agents secures the full lifecycle of AI agents — discovery, registration with mandatory human o...Klarna Agentic Product Protocol (KAPP) APIKlarna's agent-facing product protocol, exposing product and commerce data for AI agents to query. Register...Aembit MCP ServerA first-party hosted Model Context Protocol server that gives AI agents and MCP clients read-only access to...ForceDream A2A AgentAgent2Agent (A2A) protocol surface: a signed (ES256 JWS, kid in /.well-known/jwks.json) agent card served f...ForceDream MCP ServerRemote Model Context Protocol server at https://api.forcedream.ai/v1/mcp (Streamable HTTP, protocol version...Sigma MCP ServerSigma's first-party remote Model Context Protocol server. AI assistants such as Claude, ChatGPT, Codex, Cur...Kong Context MeshKong Context Mesh (launched February 2026, tech preview in Konnect) automatically discovers enterprise APIs...Kong MCP RegistryKong MCP Registry (launched February 2026) is an enterprise directory inside Kong Konnect for registering, ...MrScraper MCP ServerOfficial Model Context Protocol server: hosted Streamable HTTP endpoint at https://mcp.mrscraper.com/mcp be...Search1API MCP ServerOfficial hosted Streamable HTTP MCP server exposing search, news, crawl, sitemap and trending tools to any ...Auth0 for AI AgentsIdentity and authorization product line for AI agents. Bundles Token Vault (delegated API credentials for G...Microsoft Copilot Studio API (formerly Power Virtual Agents)API for building, managing, and deploying AI agents and conversational chatbots. Power Virtual Agents has b...Dynamic Feed A2A AgentA2A 1.0 JSON-RPC agent at https://dynamicfeed.ai/a2a with a JWS-signed agent card (graded conformant) decla...Dynamic Feed MCP ServerHosted, keyless Model Context Protocol server at https://dynamicfeed.ai/mcp (Streamable HTTP with legacy HT...AppsFlyer MCP ServerAppsFlyer's hosted Model Context Protocol server exposes AppsFlyer's unified marketing data to LLM clients ...Coresignal Agentic Search APIThe Agentic Search API enables natural language search across Coresignal's company, employee, and jobs data...Match It Up NetworkBot A2A AgentAgent-to-Agent surface for the NetworkBot — an A2A agent card at https://matchitup.in/.well-known/agent-car...Match It Up NetworkBot MCP ServerRemote Model Context Protocol server (streamable HTTP, protocol 2024-11-05) at https://matchitup.in/api/mcp...Tapfiliate MCP ServerOfficial remote Model Context Protocol server for Tapfiliate, announced 2026-08-07. A read-only analytics s...Archbee MCP ServerArchbee's Model Context Protocol server, shipped in two deployments: a hosted remote endpoint at https://ap...Blnk Cloud APIManaged Cloud REST surface covering OAuth auth, a Proxy API to a Core instance, Data API, Filters API, Aler...Blnk Watch APIRule-based transaction monitoring API (transaction evaluation, instruction management, Git-backed rule sync...Showpad MCP ServerHosted remote Model Context Protocol server that lets AI assistants such as Claude and Cursor search Showpa...Perigon MCP ServerHosted remote Model Context Protocol server (Streamable HTTP, with an SSE variant) exposing Perigon news se...ZeroBounce MCP ServerOfficial ZeroBounce Model Context Protocol server, published by ZeroBounce under Apache-2.0 and distributed...Improvado Customer MCPHosted, remote Model Context Protocol server exposing Improvado's marketing data platform to any MCP client...AlphaAI Claude Code SkillsProvider-published open-source pack of five Claude Code agent skills wrapping the MCP tools into ready-made...AlphaAI MCP ServerHosted MCP server over Streamable HTTP exposing fifteen tools for news search, ticker news, trending, actio...IntegrationOS AI Agents APIManage AI agents for automation and orchestration
Strong 64 Solid coverage with minor gaps
cogDepot A2A AgentThe broker itself as an A2A agent: a signed (EdDSA, JWKS at api.cogdepot.com/.well-known/jwks.json) Agent C...cogDepot MCP ServerAn official Model Context Protocol server in two deployments: a hosted remote Streamable-HTTP server at htt...OmniDome by HumanMirror (MCP)The OmniDome machine-society hub — registrar, agora, beacon, commons, settlement quotes, trust hall, agent ...Gravitee AI Agent ManagementGravitee AI Agent Management brings the API management discipline to agentic AI ecosystems. It is delivered...Explorium AgentSource MCP ServerNative remote Model Context Protocol server exposing the AgentSource data as 11 agent tools - match-busines...Semrush MCPSemrush's first-party hosted Model Context Protocol server. Streamable HTTP transport only, OAuth-gated wit...Relm A2A AgentAgent2Agent (A2A 0.3.0) JSON-RPC endpoint at https://api.relmcrm.com/a2a. A message/send whose data part is...Relm MCP ServerFirst-party hosted Model Context Protocol server (Streamable HTTP) at https://api.relmcrm.com/mcp. 41 typed...WebCrawlerAPI Agent CardA2A-style agent card served from https://webcrawlerapi.com/.well-known/agent-card.json describing "WebCrawl...WebCrawlerAPI MCP ServerOfficial Model Context Protocol server distributed as the npm package webcrawler-mcp (npx -y webcrawler-mcp...StackAdapt MCP ServerModel Context Protocol server enabling AI agents (Claude, ChatGPT) to interact with the StackAdapt platform...Ontraport MCP ServerOntraport's first-party, hosted, remote MCP server. A streamable-HTTP endpoint an agent POSTs to directly a...The Ainglish Project MCP ServerRemote MCP server (Streamable HTTP, protocolVersion 2025-06-18) at https://ainglish.org/mcp exposing 51 too...Airia MCP GatewayRemote, OAuth-protected MCP Gateway (Streamable HTTP) that aggregates the MCP servers, SpecLink-converted O...MolTrust MCP ServerHosted streamable-HTTP Model Context Protocol server (serverInfo moltrust 1.28.1, protocol 2025-06-18) expo...EventTrader MCP ServerHosted Streamable-HTTP MCP endpoint at https://cymetica.com/mcp/v1 (protocol 2025-03-26) answering anonymou...Novu MCP ServerOfficial Model Context Protocol server exposing the Novu REST API surface as MCP tools so AI agents (Claude...ClosedLoop AI Claude Code SkillsSet of ~25 pre-built Claude Code skills distributed as the 'closedloop-skills' plugin via the Anthropic com...ClosedLoop AI MCP ServerHosted, first-class MCP server over HTTP with OAuth auth (interactive auto-registration or client_credentia...AstrologyAPI MCP ServerFirst-party hosted Model Context Protocol server exposing AstrologyAPI's calculation engine to LLM agents a...Boomi Agent Control Tower GraphQL APIThe Boomi Agent Control Tower GraphQL API provides programmatic access to AI agent management capabilities ...Synup MCP ServerFirst-party remote Model Context Protocol server enumerating 126 tools in its published tool table across s...Nefesh Human State Agent (A2A)A2A agent served from the MCP host: card at https://mcp.nefesh.ai/.well-known/agent-card.json, JSON-RPC 2.0...Nefesh MCP ServerHosted remote MCP server at https://mcp.nefesh.ai/mcp (Streamable HTTP, protocol 2025-06-18, session-id bas...Dant3 Discovery Agent (A2A)A2A 1.0 agent (JSON-RPC binding) that returns machine-readable entry points for the Dant3 network, machine ...Dant3 MCP ServerHosted remote MCP server (Streamable HTTP, runtime 1.2.0, protocol 2026-07-28 with 2025-06-18 compatibility...Inrupt ESS MCP Resource ServiceAdded in ESS 3.0, the MCP Resource Service exposes four Model Context Protocol tools — requestAccess, check...Kognitos MCP ServerThe Kognitos MCP Server lets AI assistants (Claude Desktop, Claude Code, Claude.ai and other Model Context ...Ploy Webhook Ingest APIThe only public HTTP endpoint Ploy documents. An authenticated inbound ingest endpoint that accepts any wel...Clear Street MCP ServerClear Street's official remote Model Context Protocol server, exposing the Clear Street Trading API to AI a...SE Ranking MCP ServerHosted remote Model Context Protocol server exposing 217 tools and 5 prompts across three SE Ranking surfac...iwant.fyi A2A AgentAgent-to-Agent endpoint at https://iwant.fyi/api/a2a (JSON-RPC message/send and tasks/get) that needs no ke...iwant.fyi MCP ServerHosted streamable-HTTP Model Context Protocol server at https://iwant.fyi/api/mcp (protocol 2025-06-18). in...invinoveritas A2A AgentA2A agent "invinoveritas-reasoning-agent" (protocolVersion 0.3.0, JSONRPC transport) at https://api.babyblu...invinoveritas MCP ServerRemote MCP server (streamable HTTP, protocol 2025-06-18) at https://api.babyblueviper.com/mcp exposing 31 t...Mollie MCP ServerMollie's official hosted Model Context Protocol server at mcp.mollie.com/mcp. It exposes Mollie API capabil...Planable MCP ServerPlanable’s official remote Model Context Protocol server at https://mcp.planable.io/mcp. An OAuth 2.0 prote...Uniform AI Agents APIThe AI Agents API from Uniform — 2 operation(s) for ai agents.emem A2A AgentAgent-to-agent surface: synchronous JSON-RPC message/send at POST /a2a/tasks, an async task extension at /v...emem MCP ServerRemote MCP server (JSON-RPC 2.0 over Streamable HTTP) at https://emem.dev/mcp exposing 110 tools; /mcp list...brick.blue A2A agentJSON-RPC A2A door at https://brick.blue/a2a, advertised by a JWS-signed agent card at /.well-known/agent-ca...brick.blue MCP serverHosted streamable-HTTP MCP server at https://brick.blue/mcp (protocol 2025-06-18, serverInfo brick.blue 0.1...Execution Market A2A AgentA2A protocol 0.3.0 JSON-RPC agent at api.execution.market/a2a/v1 advertising seven skills (publish task, ma...Execution Market MCP ServerHosted Streamable-HTTP MCP server (server-card version 9.7.0) exposing the task marketplace as tools (publi...EGYM Documentation MCP ServerOfficial hosted Model Context Protocol server published by EGYM at developer.egym.com/mcp and documented on...Funnel MCPFunnel MCP is Funnel's first-party hosted, remote Model Context Protocol server. It exposes a Funnel worksp...Microsoft Entra Agent ID APIAPI for creating, securing, and monitoring AI agent identities, providing authentication, authorization, an...Eightfold AI InterviewerAutonomous agentic interviewer that conducts structured candidate interviews end-to-end and returns scored,...GPT55 Model Gateway A2A AgentAgent2Agent surface: an agent card served at https://gpt55.558686.xyz/.well-known/agent-card.json (and iden...GPT55 x402 Gateway MCP ServerRemote Model Context Protocol server at https://gpt55.558686.xyz/mcp (Streamable HTTP; a GET returns the se...Atomadic MCP ServerEntitlement-gated hosted Model Context Protocol server (atomadic-mcp 0.6.9) at mcp.atomadic.tech: 68 tools ...Reachdesk MCP ServerReachdesk operates a first-party remote Model Context Protocol server at https://app.reachdesk.com/mcp, on ...VeraDial MCP ServerRemote, read-only Model Context Protocol server (Streamable HTTP) that lets a customer's own AI assistant -...CONNSKILL Growth Services A2A AgentA2A merchant agent (protocolVersion 0.3.0, JSON-RPC at agent.connskill.com/a2a) whose card at /.well-known/...CONNSKILL Growth Services MCP ServerModel Context Protocol surface for the same catalogue: a hosted Streamable-HTTP endpoint at agent.connskill...h2oGPTe MCP ServerH2OGPTe MCP Server is H2O.ai's first-party Model Context Protocol server for Enterprise h2oGPTe. It runs lo...temp.md A2A Publisher AgentA2A 1.0 agent ("temp.md Publisher") reachable over JSON-RPC at https://api.temp.md/a2a with three skills - ...temp.md MCP ServerHosted Streamable HTTP MCP server (serverInfo tempmd-remote 1.0.0, protocol 2025-06-18) exposing eight tool...LeadIQ MCP ServerRemote Model Context Protocol server at https://mcp.leadiq.com/mcp exposing LeadIQ's verified B2B contact a...Goalkeeper MCP ServerStateless Streamable HTTP MCP service shipped with Goalkeeper, exposing 11 tools for creating and reading g...Poggio MCP ServerHosted, remote Model Context Protocol server exposing Poggio account intelligence to AI clients — search an...Makinari Agents APIPer-agent HTTP endpoints — 48 documented operations under /api/agents/* covering chat (including a WebSocke...Makinari MCP ServerOfficial hosted Model Context Protocol server at POST https://backend.makinari.com/api/mcp (JSON-RPC 2.0 ov...DealHub AI Agent APIThe AI Agent API from DealHub — 7 operation(s) for ai agent.
Developing 96 Usable, with meaningful gaps to close
AgentsPodium Hosting A2A AgentThe hosting service as an A2A agent (protocol 0.3.0, JSON-RPC message/send at https://a2a.agentspodium.com/...AgentsPodium Hosting MCP ServerHosted, agent-native MCP server (Streamable HTTP, protocol 2025-06-18, server agentspodium-hosting 1.0.4) e...LeanLaw MCP ServerLeanLaw operates a remote Model Context Protocol server at https://api.leanlaw.io/mcp that lets an AI assis...Webz.io News Search MCP ServerA first-party remote Model Context Protocol server that exposes Webz.io semantic news search to any MCP cli...Ambr A2A AgentAgent-to-Agent JSON-RPC endpoint at https://getamber.dev/api/a2a implementing message/send, tasks/get and t...Ambr MCP ServerOne remote Model Context Protocol server at https://getamber.dev/api/mcp — Streamable HTTP in stateless JSO...Ambr REST APIJSON REST API at https://getamber.dev/api/v1 for the full mandate lifecycle: list templates (public), creat...ZenZap Agentic APIEndpoints for AI agents to programmatically set up Zenzap organizations. Use `POST /v2/agentic/organization...Britive MCP ServerBritive's first-party Model Context Protocol server, available both as a remote server on the tenant (https...Voygr Calls APIProgrammatic outbound phone calls executed by an AI voice agent. Submit a task either as a plain-language b...Claix A2A AgentNative Agent-to-Agent (A2A 0.3) JSON-RPC agent at /a2a with a public agent card at /.well-known/agent-card....Claix MCP ServerHosted, remote Model Context Protocol server (Streamable HTTP and legacy SSE) exposing the REST contract as...Bifrost MCP GatewayThe Bifrost Model Context Protocol (MCP) Gateway enables AI agents to discover and execute external tools t...CoreStack AI Agent APIAI Agent Framework APIExpertise AI MCP ServerA remote Model Context Protocol server at https://api.expertise.ai/mcp, found by direct probe of the API ho...Vaultfire Trust Service (x402)The priced projection of the same trust surface: 77 endpoints under /api/x402/* (29 priced GET reads, 46 pr...Sweep Ai Agents APIThe Ai Agents API from Sweep — 42 operation(s) for ai agents.Digits MCP ServerModel Context Protocol server that lets AI clients like ChatGPT and Claude connect directly to Digits to qu...Jentic Remote MCP ServerThe Jentic Remote MCP Server is the hosted Model Context Protocol endpoint that exposes the Jentic catalog ...fetch-price A2A AgentAgent-to-Agent surface declared by the A2A 1.0.0 agent card at https://fetch-price.com/.well-known/agent-ca...1F916 MCP ServerRemote streamable-HTTP MCP server mirroring the HTTP surface: /mcp exposes 91 tools (reads without auth; wr...CallRail MCP ServerCallRail's hosted Model Context Protocol server. Connects a CallRail account directly to AI assistants (Cla...Oxylabs AI StudioSuite of AI-native data acquisition primitives — AI Scraper (turn any URL into structured JSON or markdown ...Oxylabs MCP ServerOfficial Model Context Protocol server that exposes Oxylabs Web Scraper API, AI Studio, and proxy capabilit...TARX Courier and Souls APIPlain REST endpoints on tarx.com documented only for visiting AI agents in we.txt, skill.md and courier.md:...TARX Remote MCP ServerStreamable-HTTP MCP server (serverInfo tarx 3.18.0, protocol 2025-06-18) exposing 22 tools, 5 prompts and 5...Toolhouse Workers APIThe Toolhouse Workers API (historically the "Agents API") enables HTTP execution of any deployed Toolhouse ...Cyware MCP ServerOpen-source Model Context Protocol server, written in Go and published under MIT by Cyware Labs, that expos...ScrapingAntScrapingAnt is a web scraping API service that handles proxy rotation, headless browsers, and CAPTCHA solvi...ScrapingAnt MCP ServerFirst-party hosted remote MCP server at https://api.scrapingant.com/mcp/ exposing get_web_page_html, get_we...Moirai Agents API (A2A + MCP)A2A 1.0 agent ("A2A-compatible analytics and contract intelligence agent", version 0.1.0) with 11 skills — ...Stainless MCP ServersStainless generates production-ready MCP (Model Context Protocol) servers optimized for agentic coding and ...AI Gateway MCP ServerCloudflare-hosted remote MCP server that exposes AI Gateway control-plane operations to MCP-compatible AI a...Agent Directory (DIR)Distributed announce and discovery of multi-agent systems. gRPC-first, with services for storage (content-a...ClawdChat MCP ServerHosted remote MCP server at https://mcp.clawdchat.ai/mcp. An anonymous JSON-RPC tools/list returns HTTP 401...Chord MCPChord's hosted Model Context Protocol server — a remote, OAuth-protected, read-only window into a customer'...Goose AI Agentgoose is a general-purpose, open-source AI agent that runs locally. Originally from Block and now governed ...Model Context Protocol (MCP)The Model Context Protocol (MCP) is an open JSON-RPC 2.0 standard for connecting AI applications to externa...Vinkius Edge MCPThe hosted MCP data plane. Every connector is a remote MCP server at https://edge.vinkius.com/{connection_t...TrueFoundry MCP Gateway APIThe TrueFoundry MCP (Model Context Protocol) Gateway provides a centralized registry and proxy for managing...ServiceChannel AI Agents APIThe AI Agents API from ServiceChannel — 9 operation(s) for ai agents.Phos Labs MCP ServerHosted, remote Model Context Protocol server. POST https://mcp.phoslabs.io/mcp is Streamable HTTP behind OA...ShareThis MCP ServerFirst-party remote Model Context Protocol server letting AI assistants create and manage ShareThis properti...MikMak Commerce MCP ServerThe MikMak Commerce MCP Server is a hosted Model Context Protocol surface in front of the Headless Commerce...NeuralVerge API AI Agents APIReusable saved agents executed through the API.RESO Cloud MCP ServerThe RESO Cloud MCP Server is the one production API endpoint RESO itself operates. It speaks the Model Cont...Cognigy.AI APIThe Cognigy.AI REST API for managing AI Agents throughout their lifecycle — deployment and snapshots, flow ...RenooLab A2A AgentRead-only Agent2Agent surface: an A2A 1.0 JSON-RPC endpoint at https://a2a.renoolab.fr/a2a whose card (serv...Happyrobot Workflows MCP ServerHappyrobot's first-party remote MCP server for building and governing workflows — 26 published tools plus 5...Liblab MCP GeneratorGenerates a complete Model Context Protocol (MCP) server from an OpenAPI, Swagger, or Postman spec so AI ch...Piknik.Spot AI Agents APIThe AI Agents API from Piknik.Spot — 6 operation(s) for ai agents.Bright Data MCP ServerBright Data's Model Context Protocol server exposes 60+ web-access tools (search, scrape, structured extrac...Instant MCP ServerHosted, remote Model Context Protocol server that lets external AI clients — Claude Desktop, Cursor and oth...Soku (NexStudio) APIThe Soku AI platform API (identifies as "NexStudio API"). Powers an autonomous marketing agent across ads, ...Encore MCP ServerEncore ships a built-in Model Context Protocol server (`encore mcp start` for SSE, `encore mcp run` for std...PolicyCheck A2A AgentJSON-RPC 2.0 Agent-to-Agent endpoint at https://policycheck.tools/api/a2a, discovered through an A2A agent ...PolicyCheck MCP ServerThe policycheck-mcp npm package (1.0.2, published 2026-02-13, MIT) is a stdio Model Context Protocol server...Civic Hub MCP APICivic Hub is a Model Context Protocol gateway that provides AI agents with secure, audited access to 80+ ex...GRITH City Doors APIThe JSON HTTP "doors" under /api/* that every other GRITH surface projects: GET /api/gate returns the GRITH...GRITH Gate A2A AgentThe A2A 1.0 JSON-RPC bridge at https://grithgate.com/api/a2a (also on grithland.com and grithhold.com), des...GRITH MCP ServerA hosted, dual-era MCP streamable-HTTP server at https://grithgate.com/mcp (alias /api/mcp; identical on gr...API.market MCP GatewayHosted remote MCP server (Streamable HTTP) that lets AI agents discover and call the APIs listed on API.mar...Sidequest Commons Guide (A2A)A2A agent (JSON-RPC; 0.3 message/send by default, 1.0 SendMessage with A2A-Version 1.0) that returns determ...Pulumi AI Agents APIThe AI Agents API from Pulumi — 5 operation(s) for ai agents.Lightdash AI Agents APIThe AI Agents API from Lightdash — 42 operation(s) for ai agents.Transcend MCP ServersModel Context Protocol servers published under @transcend-io/* so AI agents can manage Transcend privacy op...Dealhubio AI Agent APIThe AI Agent API from Dealhubio — 7 operation(s) for ai agent.HockeyStack Revenue Agents APIVersion 1 of the HockeyStack Revenue Agents API. Attaches AI agents to companies and deals from the connect...CharacterQuilt MCP ServerCharacterQuilt's hosted Model Context Protocol server, the agent-facing surface of its marketing agent runt...Marz Greta-Lock Network A2A Agent CardA2A agent card served at /.well-known/agent-card.json (aliases /.well-known/agent.json and /.well-known/age...Marz Greta-Lock Network MCP ServerOfficial remote MCP server (streamable HTTP, protocol 2025-06-18) at https://eqbuilder.dev/api/mcp with no ...Noded GraphQL APIThe Noded (Apollo) GraphQL API behind the Customer Context Graph. One POST endpoint serving people and acco...Anchor Browser APIThe Anchor Browser REST API exposes cloud browser sessions for AI agents. It covers session lifecycle (crea...Anchor Browser MCP ServerA Model Context Protocol server (hosted and open-source) that lets MCP-compatible AI clients drive Anchor B...LangChain Anchor Browser ToolsLangChain-ready tools that wrap Anchor Browser-powered browser actions for use inside LangChain and LangGra...QuantCDN AI Agents APIPre-configured AI assistants with specific system prompts, model settings, and tool permissionsSession AI MCP ServerRemote Model Context Protocol server operated by Session AI at https://sessionai.com/mcp. The endpoint answ...Stellary MCP ServerHosted remote MCP server (streamable HTTP) exposing board read/write, cockpit supervision, agent runtime, a...Stellary REST APIREST API at the application root covering auth/identity, organizations/workspaces/projects, delivery (cards...Make AI Agents APIThe AI Agents API from Make — 1 operation(s) for ai agents.Lightcone APIThe Lightcone API by Tzafon provides cloud browser and desktop computers operated by AI. It spans an agent ...Graph Advocate MCP ServerHosted MCP server at https://graphadvocate.com/mcp (Streamable HTTP for one-shot JSON-RPC initialize and to...Cakewalk Open APIThe Cakewalk Open API is a REST API for building custom access-governance workflows and integrations. It ex...Name Whisper A2A AgentThe agent-to-agent surface: an anonymous A2A 0.3.0 JSON-RPC endpoint at https://namewhisper.ai/a2a whose ag...Stilla APIProgrammatic access to Stilla's capabilities. The REST API and the remote MCP server are protected by OAuth...Cequence AI GatewayEnterprise AI Gateway that makes applications agent-ready through governed Model Context Protocol integrati...Toksta MCP ServerHosted remote Model Context Protocol server exposing 18 Toksta tools — campaigns, creator discovery, lists,...AgentCheck A2A AgentAgent2Agent (A2A 0.3.0) surface of the same service - a conformant agent card at /.well-known/agent-card.js...Turso AgentFS MCP ServerModel Context Protocol (MCP) server that exposes Turso databases, filesystem operations, and key-value stor...Mutiny MCP ServerMutiny's first-party hosted, remote Model Context Protocol server — the company's only machine-callable sur...RingDNA MCP ServerA live, remotely hosted Model Context Protocol server operated by Revenue.io at https://app.ringdna.com/mcp...Finn-tannlege A2A AgentThe agent-to-agent surface: an anonymous A2A JSON-RPC 2.0 endpoint at https://finn-tannlege.com/a2a impleme...Finn-tannlege MCP ServerModel Context Protocol server in two shipped forms: a remote Streamable-HTTP endpoint at https://finn-tannl...WarpPay402 MCP ServerHosted MCP server at https://api.warppay402.com/mcp exposing the same 19 tools as the REST API (public_data...Tracxn MCP ServerTracxn's official first-party remote Model Context Protocol server, exposing the private-market database to...Scale GenAI PlatformThe Scale GenAI Platform is the deployment and orchestration product for generative-AI applications, used b...
Thin 66 Limited public surface area
Kunlun MCP ServerA hosted Model Context Protocol server on the company's own domain over the HTTP+SSE transport ("Kunlun v3....11x Platform APIA single API surface across Alice (outbound) and Julian (inbound/voice) that triggers outbound campaigns, i...Vendr MCP ServerThe Vendr Model Context Protocol (MCP) server exposes Vendr pricing intelligence to AI agents via the MCP s...Keepface MCP ServerA hosted, remote Model Context Protocol server that exposes 94 actions across the Keepface brand workspace ...OpenComputer APIREST API for OpenComputer — create and manage persistent cloud sandbox VMs, run commands and files inside t...iX Hello Customer v2 Universal Messaging APIHeadless flow-execution API for iX Hello Customer v2. Starts a stateful conversational session against an a...SINCOR Agent Swarm A2A APIA2A 1.0.1 agent surface over JSON-RPC 2.0 exposing sixteen skills. Discover via the agent card, quote a ski...Gridshare Remote MCP ServerGridshare publishes a remote Model Context Protocol (MCP) server that exposes the Customer API as MCP tools...Kong MCP RegistryKong MCP Registry (launched February 2026) is an enterprise directory inside Kong Konnect for registering, ...Backstory MCPBackstory's hosted, remote Model Context Protocol server. It lets an AI client query a customer's own Backs...AVORA Agent Forge MCP ServerHosted streamable-HTTP MCP server exposing eleven tools across scanning, offers, Solana Pay ordering, settl...Lua Agent HTTP APIConsume a deployed Lua agent directly over HTTP — single-shot generation or real-time SSE streaming — with ...RubiConnect MCP ServerHosted MCP server exposing 18 tools for messaging, templates, campaigns, agents, analytics, and media. Auth...Klaus Platform APIThe Klaus platform API at api.klausai.com is a tRPC RPC surface used by the first-party @klausai/cli comman...Fresnel Software Ai agent APIThe Ai agent API from Fresnel Software — 4 operation(s) for ai agent.AFMR Discovery MCP ServerPublic read-only Model Context Protocol server (ai.afmr/discovery, MCP 2025-11-25, Streamable HTTP, statele...Samaya MCP ServerHosted remote MCP server at https://mcp.samaya.ai/mcp that connects ChatGPT, Claude and other AI applicatio...liars.town A2A AgentAgent-to-Agent endpoint at https://liars.town/a2a (JSON-RPC 2.0, message/send) declared by the agent card s...liars.town MCP ServerHosted, stateless Streamable-HTTP Model Context Protocol server at https://liars.town/mcp (protocol 2025-06...Mycel Network Doorman APIThe network gateway: an anonymous JSON-over-HTTPS API with 81 routes under https://mycelnet.ai/doorman/ - P...Mycelnet A2A AgentMycelnet's agent-to-agent surface: an anonymous A2A 0.3.0 JSON-RPC endpoint at https://mycelnet.ai/a2a desc...Knownwell MCP ServerOAuth-protected remote Model Context Protocol server for the Knownwell commercial-intelligence platform. An...AlyxAlyx is Arize's AI engineering agent that helps developers debug traces, create evaluators, build dashboard...Velvt A2A AgentVelvt's Agent2Agent door — an anonymous JSON-RPC 2.0 message/send endpoint at https://www.velvt.ai/api/a2a ...Velvt Agent APIThe JSON REST surface autonomous agents use to enter Velvt: register once at POST /api/agents/ping and rece...Velvt MCP ServerVelvt's production remote MCP server at https://www.velvt.ai/mcp (Streamable HTTP), published in the offici...Scro Orphan Desk A2A agent cardAn A2A 0.3.0 agent card served at https://dualregistry.dev/.well-known/agent-card.json (and byte-identical ...Autoura MCP ServerAutoura's hosted remote Model Context Protocol server, the surface it builds for AI agents first. One endpo...Swimlane Turbine APIThe Swimlane Turbine API provides access to the cloud-native Turbine platform, enabling integration with 50...Wato MCP GatewayWato exposes each team's reviewed memory and approved connector tools through a single remote MCP (Model Co...MindsDB HTTP REST APISQL-over-HTTP query engine plus RESTful resources for projects, databases, knowledge bases, tables, views, ...Conductor MCP ServerConductor MCP is an official Model Context Protocol server for Orkes Conductor that exposes workflow execut...Machine0 Control PlaneThe machine0 control plane for creating, managing, snapshotting and connecting to persistent cloud VMs. Exp...WikiKV A2A AgentAgent-to-Agent endpoint (JSON-RPC and HTTP+JSON bindings at /a2a, interface protocolVersion 1.0) exposing o...WikiKV MCP ServerRemote Model Context Protocol server (Streamable HTTP, protocol 2025-06-18) projecting the REST API as 25 t...Kana MCP ServerKana exposes each deployed agent/orchestrator as a remote MCP server at https://apps.kana.ai/mcp/{public ac...Kana Skill APIThe callable surface a deployed Kana pipeline ("skill") exposes on the Kana application host. POST /skill/{...SuperRare Rare Protocol CLICommand-line interface and SDK for deploying ERC-721 NFT collections, minting tokens, managing reserve-pric...Priorflow Intelligent Agent/Service Selector APIOne operation: POST /v1/select with JSON {query, top_n?, constraints?, weights?, caller_agent?} returns ord...Kinaxis MCP ServerA production-ready Model Context Protocol (MCP) server that provides AI agents and LLM-powered applications...Aible APIThe Aible API server (self-reported version 2.0.0) is the control plane behind the Aible platform. Its publ...Salesgraph MCP ServerThe remote MCP streamable-HTTP server at salesgraph.com/api/mcp, authenticated with an sg_live_ API key. It...Taizen MCP ServerTaizen's remote Model Context Protocol server — the company's only machine-callable surface. Per the provid...Genie-us Software Machine Commerce DiscoverySix static, anonymous, read-only JSON documents the provider publishes for agents under /machine/ and /.wel...Glama AutomationsWorkflow automation primitive on the Glama platform. Composes MCP servers, the AI gateway, and Glama Chat i...Macro MCP ServerOfficial hosted (remote) Model Context Protocol server for Macro. Connects AI clients over OAuth to search,...Travel World A2A AgentAgent-to-Agent surface declared by the A2A 1.0 agent card at https://travel.augworlds.ai/.well-known/agent-...X402 AI 自助门店 A2A AgentThe store's agent-to-agent surface: an anonymous A2A 0.3 JSON-RPC endpoint the agent card points at, where ...Rindler MCP ServerHosted MCP server (https://mcp.rindler.ai) that exposes mapped websites as deterministic, typed agent tools...HTS Assist (Agentic AI Customer Service)Agentic AI built specifically for airline and travel customer service, delivering end-to-end autonomous res...LunarCrush.aiAI/agent-native interface to LunarCrush data at lunarcrush.ai. Exposes topics, categories, creators, posts,...Actively Intelligence MCPActively's hosted (remote) Model Context Protocol server, which connects its Per-Account Agents — per-accou...Anthropic Tool Use APIThe Anthropic Tool Use API allows AI agents built on Claude to call client-defined functions or Anthropic-p...Open Kraken AI Access Layer (MCP)An AI access layer that Kraken announced as an expansion of Open Kraken, built using the Model Context Prot...allagents Operator (A2A Agent)The directory as an A2A agent. POST a JSON-RPC 2.0 message/send stating a need ("I need a translation agent...SursaTech AI Advisor A2A APIAn A2A 1.0 agent (JSON-RPC 2.0 over HTTP POST, streaming declared) exposing ten skills: get_company_profile...Perkoon Agent Data Layer (A2A)Perkoon's agent-to-agent surface: an A2A agent card served at /.well-known/agent-card.json and the legacy /...Perkoon MCP ServerOfficial local stdio MCP server, @perkoon/mcp on npm (0.3.0, 2026-09-01), installed with npx -y @perkoon/mc...p0stman AI Context APIThree anonymous JSON endpoints documented in agents.md for agents that do not speak MCP: GET /api/ai/contex...p0stman MCP ServerLive, anonymous, remote Model Context Protocol server at https://p0stman.com/api/mcp (JSON-RPC 2.0 over HTT...Zero A2A Agentp0stman's agent-to-agent surface: an A2A agent card for "Zero" served at /.well-known/agent-card.json (and ...PubMatic MCP ServerPubMatic's Model Context Protocol (MCP) server — the company's public agent-facing API surface for programm...Brand.ai MCP ServerA hosted, remote Model Context Protocol server that lets an AI agent read a company's Brand OS — brands, ma...AI City Social Town A2A APISingle JSON-RPC 2.0 endpoint (POST https://aicity.jiademin2688.top/a2a) through which external agents join ...Bitquery MCP ServerModel Context Protocol server backed by ClickHouse that lets AI agents query Bitquery's onchain dataset usi...Replyr.ai AI Agents APIThe AI Agents API from Replyr.ai — 5 operation(s) for ai agents.
Emerging 44 Early or largely undocumented
Sourcegraph Deep SearchDeep Search is a natural-language code research agent that answers complex questions about a codebase by co...Sourcegraph MCP ServerModel Context Protocol server exposed by Sourcegraph so MCP-compatible AI agents can use Sourcegraph search...Sliplane MCP ServerThe Sliplane MCP server exposes the Sliplane Control API as Model Context Protocol tools so AI assistants (...Brevian MCP ServerBrevian's hosted (remote) Model Context Protocol server, exposing revenue-execution context (knowledge, dea...Art Blocks MCP ServerModel Context Protocol server exposing 21 tools for AI agents to interact with the Art Blocks ecosystem acr...ServiceUp MCP ServerLive Model Context Protocol server operated by ServiceUp at api.serviceup.com/mcp, exposing the agentic rep...RealPage Lumina AI WorkforceAI agent suite operating across operations, leasing, and resident support inside the RealPage product line.AgentSea Agent REST APIHTTP surface exposed by the AgentSea NestJS module (@lov3kaizen/agentsea-nestjs) when enableRestApi/enableW...Kestrel PlatformKestrel AI provides an AI-native cloud incident response platform that uses autonomous agents to detect, in...ReadyGamer APIReadyGamer is a joint venture between Sovrun and Virtuals that enables AI-powered, autonomous decision-maki...Walabot Storefront Agent Commerce (UCP)Agent-facing commerce surface of the Walabot DIY storefront (walabot.com, a Shopify store operated by Vayya...Wand AI Workforce APIThe platform API behind Wand's Process Agentizer product, named "AI Workforce API" in Wand's own machine-re...IRIZ Platform A2A Interop AgentA2A agent card ("IRIZ Platform Agent", version 1.0.0, protocolVersions ["0.3","A2A-1.4"]) served at the leg...ChatwikChatwik's publicly consumable surfaces: an llms.txt / llms-full.txt agent-native discovery file and product...Wordware WordApps APIRun deployed WordApps programmatically. Each published WordApp exposes a run endpoint (POST /api/released-a...Zendesk AI Agents API (formerly Ultimate.ai)Successor API surface of the Ultimate.ai platform after the Zendesk acquisition - Chat, Ticket, and Widget ...Vi Labs MCP ServerAn OAuth-protected Model Context Protocol endpoint served from the vi.co host and advertised through RFC 97...DataDome Agentic TrustAgentic Trust is DataDome's product for managing AI-agent traffic, letting customers identify, authenticate...AgentSmyth MCP ServerOAuth-protected remote Model Context Protocol endpoint served from the AgentSmyth Kong Enterprise gateway. ...Kleio Platform APIThe Kleio platform API, served from api.kleio.ai behind a Google Cloud API Gateway and protected by OAuth 2...kagentkagent open-source framework for running AI agents in Kubernetes, automating DevOps operations and troubles...Sardine Case Management APIProgrammatic access to Sardine's unified case management surface for fraud and AML investigations. Cases ar...Verse A2A AgentAgent2Agent surface declared by the card at https://api.verse-me.com/.well-known/agent.json (version 2.0.0,...AgentBenchAgentBench is the first benchmark designed to evaluate LLM-as-Agent across a diverse spectrum of environmen...GAIA BenchmarkGAIA is "a benchmark for General AI Assistants," published in 2023 (arXiv 2311.12983). It tests general-pur...Everlane Storefront (Shopify MCP / UCP)Agent-facing commerce surface for the Everlane storefront, hosted on Shopify: a Model Context Protocol (MCP...Genspark MCP ServerGenspark's hosted (remote) Model Context Protocol server, exposing Genspark's AI agent tools, resources, an...Augment CosmosCosmos is Augment's unified agents platform for agentic software development at organizational scale. It bu...Zatanna MCP ServerZatanna's hosted, remote Model Context Protocol (MCP) server — the agent-facing surface of its reverse-engi...SuperMe MCP ServerOfficial hosted, OAuth-protected Model Context Protocol server that exposes the SuperMe professional networ...Crow Agent PlatformThe Crow agent platform surface — the widget/agent runtime served from api.usecrow.org, configured via the ...Superduper AgentsCommercial enterprise AI agent orchestration product for BI and data operations. Connects to 40+ databases,...callagent.pro Agent APIREST API for everything the callagent.pro dashboard does: agents, test-chat and test-call, numbers, SIP acc...Blobr Google Ads AI PlatformAI-powered Google Ads management platform providing automated campaign analysis, optimization recommendatio...Wordsmith MCP ServerModel Context Protocol server that exposes Wordsmith Assistants, Playbooks, and Templates to MCP-aware clie...Mindtrip FlightsAgentic AI flight discovery, booking, and payments experience launched in May 2026, powered by Sabre's trav...CargoAi MCP ConnectorA hosted Model Context Protocol server that wraps the CargoCONNECT endpoints as tools for AI assistants - t...Gem AI Application ReviewAgentic AI worker that screens inbound applications against job criteria and routes qualified candidates in...Gem AI Outbound SourcingAgentic sourcing product that finds and reaches out to candidates across sourcing sites and proprietary sig...Gem AI Talent RediscoveryAgentic AI worker that re-surfaces past applicants and silver-medalists against open requisitions.Relay A2A AgentA2A JSON-RPC 2.0 endpoint for the Relay agent, deployed as a Val Town val. GET on the root returns a plain-...APEX on X1 APIAgent-facing API of APEX on the X1 blockchain, served from apexfaucet.xyz: a remote MCP server at /api/mcp ...Legora aOSLegora aOS is the company's agentic operating system for legal work, connecting information, communication,...Robylon Platform APILets external systems interact with Robylon and trigger workflows, including voice and outbound automation....
Minimal 12 Almost no public developer surface
Bot Hub (A2A)Anonymous A2A 0.3.0 agent at https://baconhollow.com (JSON-RPC, POST only). Four skills: portfolio-status, ...Neva A2A AgentNeva's agent-to-agent surface: an anonymous A2A 0.3.0 JSON-RPC endpoint at the root of neva.dt-agent.co.uk ...Functionize Architect (AI Test Authoring)Generative-AI agent that authors new Functionize tests from natural language prompts and existing applicati...Tempus LensLens is Tempus' real-world multimodal data and agentic AI platform for life sciences and oncology drug deve...Findem Application Boost AgentAgentic worker that re-engages and converts inbound applicants through personalised outreach and scheduling.Findem Intelligent Job Post AgentAgentic AI worker that drafts, optimises, and distributes job posts based on role requirements and historic...Findem Scheduling AgentAgentic worker that coordinates interview scheduling across candidate and interviewer calendars.Findem Screening AgentAgentic worker that screens applicants against role criteria, performs structured assessments, and advances...Asgardian Village A2A Agent CardA2A agent card served at https://asgardian-village.grok.me/.well-known/agent-card.json (HTTP 200, applicati...Odessa AIAI layer across the asset-finance lifecycle covering agentic workflows for originations, servicing, complia...SAGARIS MCP ServerRead-only MCP server over Streamable HTTP (stateless JSON mode), workspace-key bearer auth, exposing 5 GET-...SAGARIS REST APIREST API for the SAGARIS Agentic Revenue OS, including the Company Brain context endpoints. Bearer/workspac...
Companies reaching this through an API (76)
These companies publish an API, specification or operation carrying “AI Agents” 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.
Arize AI
Art Blocks
Astrology API
Augment Code
Autoura
Bifrost
Bitquery
CallRail
CargoAi
Cequence Security
Clear Street
Cloudflare AI Gateway
Confluent
Coresignal
DataDome
DealHub
Dealhubio
Digits
EGYM
Encore
Evals
everlane
Fresnel Software
Functionize
Gainsight
Glama
Inrupt
Jira
Kinaxis
Kinde
Klarna
Kong
Kong AI Gateway
Kraken Technologies
LeadIQ
LeanLaw
Lunar Energy
Make
Microsoft Entra
Microsoft Power Platform APIs
MikMak
Mollie
Nexad
Novu
Odessa Technologies
Oxylabs
Perigon
Piknik.Spot
Pulumi
QuantCDN
Show all 76 companies ↓
Score breakdown
Frequency
84.3
log-scaled weighted occurrences
Breadth
23.0
spread across providers
Quality lift
32.4
mean composite of providers using it
Cohesion
19.4
strength of nearest seed neighbor
Where this tag sits
1025 providers carry this tag directly, and 1051 counting the 4 narrower tags below — 26 more to reach.
Autonomous Agents
24 providers
Multi-Agent
13 providers
Agentic Workflows
6 providers
Agent Builder
2 providers
Related tags
MCP 421 co-occurrences
A2A 136 co-occurrences
Developer Tools 171 co-occurrences
Artificial Intelligence 409 co-occurrences
A2A Verified 96 co-occurrences
Automation 121 co-occurrences
Workflow Automation 72 co-occurrences
Y Combinator 70 co-occurrences
Where this tag comes from
Provider tag1049
Api tag324
Openapi tag10
Openapi op tag59
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.
Cohort brief
Auto-generatedThe 1010 providers in the APIs.io catalog tagged AI Agents, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
1010
of 1025 in the catalog
Mean Kin Score
31.2
+9.0 vs catalog 22.2
Mean Agent Readiness
19.2
+7.2 vs catalog 12
Spread
1.7–87.8
median 28.6 · σ 19.5
How the 1010 split by band
Exemplar 44Strong 110Developing 199Thin 190Emerging 281Minimal 186
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Access Clarity | 38 | 23.9 | +14.1 | 1010 |
| Developer Ergonomics | 35.5 | 23.2 | +12.3 | 1010 |
| Operational Transparency | 20.1 | 13 | +7.1 | 1010 |
| Discoverability | 63.4 | 57.9 | +5.5 | 1010 |
| Contract Quality | 20.7 | 17.2 | +3.5 | 1010 |
| Contract Governance | 9.9 | 6.5 | +3.4 | 1010 |
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
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 44% | 13% | +31 |
| MCP server (first-party) | 44% | 12% | +32 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 17% | 11% | +6 |
| Security | 99% | 98% | +1 |
| Arazzo workflows | 4% | 2% | +2 |
| Governance rules | 11% | 16% | -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 Tray.ai 87.8
- 2 ZoomInfo 86.6
- 3 LaunchDarkly 79.7
- 4 Amigo 78.8
- 5 Postman 78
- 6 Relevance AI 77
- 7 The Colony 74.8
- 8 MandateShield 74.7
- 9 Automation Anywhere 74.6
- 10 Parallel 74.2
Top by Agent Readiness
- 1 ClosedLoop AI 73.8
- 2 Publora 70.2
- 3 Cracked API 69.2
- 4 Taskfolk 69.1
- 5 Ultravioleta DAO 69.1
- 6 Space Frontiers 68.9
- 7 AlphaAI 67.6
- 8 Allowance 67.6
- 9 1F916 66.4
- 10 The Hog 65.6
All 1025 members of this roster resolve to a provider in the
catalog; 1010 carry a score (99%).
The figures above describe the scored members only.
Coverage caveat. 875 of 1010 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.
Coverage caveat. 875 of 1010 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.