Agents
Variants seen in the corpus:
AGENTSAgentAgentsagentagents
Providers using this tag (749)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 46 Complete, well-documented, and agent-ready
XquikCustomer.ioKitSalesforceZoomInfoOneSignalTreasure DataMoEngageSquarespaceAdaOptimizelyVapiveevaKonbiniAPIMeltwater6senseBoom AiLoopsLushaLightfieldUserGemsAdobe SuiteWappalyzerCognyOutreachPlinth US Grants DataMicrosoft Dynamics 365 SalesAPI EvangelistSeamless.AIPostizTealiumParallelNatural AIUnbounceAnthropicFacebook Business ManagerlemlistBitlyDun & BradstreetImpactDustAskNicely8x8LeadspaceAdobe WorkfrontBuildkite
Strong 140 Solid coverage with minor gaps
GongE2BSnapchatChili PiperFundzanecdotesDaytonaThetaDataWistiaNorthbeamCordialFactsetServiceNowSyllableBarndoorDoiTFlintS&P GlobalBufferFieldPulseApollo.ioLanding.aiOpenAIAmigoGitHub CopilotPalo Alto NetworksVendiaSmartleadDotdigitalHootsuiteVendastaFundamental Research LabsInflection.ioBazaarvoiceCortiBolt FinancialCloudflareAirOpsLiltApollo API DocumentationLucidFreestyleProfoundRunloopCongaCompresrTradierClaySeekrLukkaOutSystemsWe > UltrarichYardi CanadaEmbraceClariparcelLabArcadeCisco XDRSplunk Observability CloudKixieEndgameNavatticChatGPTHustleSerperSalesloftEdgeeExaAhrefsLI.FICloudTalkCriteoAtmospore Pollen ForecastsCobotEpsilon3JasperAzure DevOpsBridgeRingCentralZendeskAutoFiThoughtSpotCI HUBRoboflowAdRollInsiderSeqera LabsNextRollPabblySalsifyTimescaleBlumaDatadogGladlyPermutiveSLNGAmunCoreDripAmazon BedrockHyperbrowserLightrunRead AITetherALTRConvivaPerplexityVisierDedalus LabsNimblewayVectaraBeyond PresenceezoicCrawlGraphThoughtlyGumloopBloomAssembledAnamCovalPlexLinqAlphaZavuByKaranteliH CompanyPrime IntellectBriaReapitAnacondaGovlyNooksFullcastSendosoAgentMailLeadpagesTenableMadKuduSnowflakeAmperitySnapSpekit
Developing 210 Usable, with meaningful gaps to close
AuthenticxMistral AISitefireSambaNova SystemsAirweaveBargo Congress Trades APIHexMezmoMTN GroupBrainfishPaidWorkOSCrewAI CloudHuntressSmitheryD-IDShipMonkTakoWunderGraphMesh PaymentsReadMeTetraScienceTypefaceAmazon Ground StationWarpAntimetalMonetateCubeSpekoUnifyH2O.aiMixmaxAlphaSenseAdveritySpongeFastino LabsMicrosoft CopilotReevoAquantFrontlinePydanticAIScorecardMintlifyZoomSpeakeasyTigeraDuvo AiOnecliZenRowsBrightEdgeSail ResearchDialectPicus SecurityYutoriEmotiveListen LabsPlandexn8nBluejayFixieSlideParchaRevnuAutoLeadStarBiconomyLightWoowUpBigeyeSandboxAQAgnoCometduvo.aiBolnaGraphyLangdockPhonelyAgentuityOpkeyLokkiHelp ScoutSpiderDomain GroupWebexAndoSailWaniwaniAleph AlphaAnthropic ClaudeCogneeNeuphonicAltimate AIDemostackVoomaAkiaFlowiseMercado PagoClarifeyeInfoway Real-time Market Data APILangWatchUniphoreAligned NewsResultCube PlanningElastic.ioKlutchOpusFlexAIOsmosisUmbraDixaRasaGeminiGremlinMorningstarRunautomatFieldguideHeliconeCoinbaseDocSendCausa PrimaaccessiBeSahara AITanaArthur AILettaMem0PhonicMonacoCubbyOpenHandsGalileo TechnologiesLinktreeRecall LabsStacks AiArchastroColdSnapSegMetricsBiolevateFixtureTeamCityLanceDBRecipe APIStakPakAcceptFixfloSanaAI21 LabsCoderNexadPryonAteraFiniInkeepMasonMudrexJinbaRisingWaveMemAgentPhoneFirecrawlPublerAdMakeAICartesiaMakeEko HealthExponentialLuxury PresenceSurge AIAskUIGoogle GeminiThe OrgTIBCOVoidpetSeltzElementumRokidCREA (REALTOR.ca)AnysphereHevn IncArc Prize FoundationKernelCarettaDailyContextual AIHashiCorp NomadaPrioriGoogle Cloud Dialogflow CXLinearCognition AIRecallEVE OnlineSAP Commerce CloudThe Interaction Company Of CaliforniaChatwootGolemnCinoAVORA Agent ForgeStagwellChalkChronicleLightsprintLimrunRapidfolioBobbieDoclingHealthExnexos.aiTofuCARTOCommvault
Thin 185 Limited public surface area
MonidOndemandSlingshot BiosciencesSobotTerminal UseEngrail TherapeuticsKeyframe LabsMidpagesupernormalUnitrendsAzure OpenAI ServiceREALTOR.caSiemens MindSphereSuperscaleSapiomACI.devFreeplayHashiCorp ConsulRaindropCalyptiaLayercodeLangflowMutiny HQPlayHTBlaxelEndeavor BioMedicinesLangChainNotteVocodeLangbaseQodoMoody's RMSEdlinkJulepPurplebricksRestackAdapterOpenMindPipecatKumo.AIVeeamWeights and BiasesQlikTutorCruncherDatabookRoadieWyzeCursorFabric8LabsPolygon IDPolyaiNeynarOpplyTdaycomBridge InteractiveCovalGitLab CI/CDMaven AGIVanaBuildkiteFinite StateHarbinger HealthWindstream HoldingsGrooveScratchpadYardiMirielCortexJudgment LabsWazoFnaticWhisperr, Inc.CausaLensFormantAcronisMilanaSanaUnissonPatlyticsBlack BuffaloLiteLLMpoolsideelevenlabsFreshserviceWisdom AIFreshchatGleanMistral AILiveChatSesame LabsDavid ProteinJetBrainsMastraJumpCloudKoah LabsRedefine MeatKotzillaStarfish SpaceAlienHumanitecMacroscopeLangGraphWindsurfInsurance Council of AustraliaIXONLuma AISubstackAgentQLFactoryNucleiUrbitAlterEstateNGINXfreshdeskfreshworksEnv0LightpandaUnto LabsWinn.aiRetell AIScreaming FrogLangSmithSysAidSuperlistv0VapiKlueSurrealDBArphieHeuritechTesslUpSlideEquinix21stTabTabTabTrust3 AIllamaindexDriverIsometricCoralBland AIDispatchHealthCloverleaf AIGrapes Knowledge BaseWriterAgnoMicrosoft Azure AI FoundryQodoNotyfiXMTPAnvilogicPlai LabsPackdigitalPaperless PostPoppAuditoria.AIrealtorAPIContextNewfoldLiftLabYou.comZhipu AIFLORangerVestaronFederated WirelessBoosted.aismolagentsAgentioNectar SocialPrimitiveArt Institute of ChicagoKorsoSymbolicaArtisightExentis GroupGigacatalystScalarHeelerInstaworkAG2PortAndiumDeepIPAnitian
Emerging 139 Early or largely undocumented
io.netAptera MotorsColossal BiosciencesLegitFitEmaPhidata / AgnoSuperhumanGroundwork Open SourceThe PromenadeDoubleVerifyProxAera TechnologyMercorNxCasdoorCloutJamStriderTlon CorporationZoho DeskAllegoEnvedaDeep SentinelEpisode SixCopper BankingCloud9ContinuaGleeful AISierraPhantomVoiceOpsFibeLIVEKINDLYColossal Laboratories & BiosciencesJobGetApache SkyWalkingTelekinesis.aiPersadoSkillsyncCardlessOpendoorUshurCerapedicsTripo AIDuckbillCode BiotherapeuticsKlarityAmazon Application Discovery ServiceMaxim AIMybots.proWyndham Hotels & ResortsUbrasNotablePaperSequansVEIRSpotwise, Inc.World (Worldcoin)GensynMeetAndy AINous ResearcheSentireBluefish AICardiosenseUppercaseKitopiJigsoDecagonRE/MAXAther EnergyBlue OriginOmneaThread AIAccordance AiParloaFiberplaneUrtopiaBolt.newGenie AITropegraph8OslyDia (The Browser Company)GetalephGuardian LifeHyperWriteChatGPT AtlasFive9KolomaSynthetic SciencesTrass GamesAmazon Web ServicesAmbarellaValidHippo InsuranceMaximaLlamaFlowscopeInterpublic GroupFindemSazabiGimlet LabsDragonfly TherapeuticsWeavPangoStaircaseRegression GamesHuginnWiselayerClineCoolerXLIFT AircraftSellerXCheckMartiniRabbitCometAdeptCommand ZeroField MedicalBotristaLatoCodeiumInfini-AI (无问芯穹)Cooler HeadsRefact.aiVocca AiWorktrace AIAitomaticBelvedirHarkPlural AiRay BrowserTAAI Labs, IncTreasuryAgentic Data IntelligenceSNMPPrimaryHeyclickyInstruct
Minimal 29 Almost no public developer surface
APIs with this tag (562)
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 44 Complete, well-documented, and agent-ready
Xquik API MCP ServerHosted MCP server for the Xquik API with OAuth 2.1 and API-key access.Xquik Docs MCP ServerRead-only hosted MCP server for searching Xquik documentation.Customer.io MCPCustomer.io's first-party hosted Model Context Protocol server. It exposes the full Journeys App API and CD...Salesforce Agent APIThe Agent API from Salesforce — 2 operation(s) for agent.Salesforce Agentforce Agent APIThe Salesforce Agentforce Agent API is a REST API that enables developers to communicate with AI agents dir...Salesforce REST APIThe Salesforce REST API provides a simple and powerful web service interface to interact with Salesforce or...ZoomInfo Agent APIAgents, Agent Teams and Pulses. List and interact with agents (including a streaming interaction endpoint),...OneSignal MCP ServerOneSignal's hosted Model Context Protocol server at https://api.onesignal.com/mcp/oauth, connected over bro...Treasure Data LLM APIThe LLM API — 87 operations for AI agents, agent schedules, chats and chat interfaces, actions, knowledge b...Treasure Data MCP ServersTwo Model Context Protocol servers — the official @treasuredata/mcp-server (23 tools, local stdio, public p...MoEngage MCP ServerHosted, OAuth-secured Model Context Protocol server that lets AI assistants build campaign drafts, author c...Squarespace MCP ServerSquarespace operates a first-party remote MCP server at https://mcp.squarespace.com/mcp. It answers an unau...Ada MCP ServerModel Context Protocol server exposing Ada's management surface to AI assistants — metrics, conversation tr...Optimizely Remote MCP Server — ExperimentationOptimizely's hosted remote Model Context Protocol server for Web and Feature Experimentation, on the Opal M...Veeva Vault MCPVeeva ships two first-party Model Context Protocol servers. The Vault Documentation MCP at https://docs.vee...KonbiniAPI MCP ServerHosted remote MCP server exposing one typed tool for every one of the 67 REST operations, over streamable H...Meltwater MCPMeltwater MCP is a single remote Model Context Protocol server that exposes a customer's Meltwater assets (...6sense MCP ServerHosted remote Model Context Protocol server at https://api.6sense.com/mcp (beta). Read-only retrieval of Re...Loops MCP ServerRemote Model Context Protocol server for Loops, reachable at https://mcp.loops.so over Streamable HTTP with...Lusha MCP ServerFirst-party hosted Model Context Protocol server exposing 22 Lusha tools over streamable HTTP. Authenticate...UserGems MCPHosted remote MCP server that lets an agent in Claude, ChatGPT or any MCP-compatible client work against th...Adobe MCP ServersAdobe ships Model Context Protocol servers on three surfaces: a remote Marketo Engage server exposing 100+ ...Wappalyzer MCP ServerFirst-party hosted Model Context Protocol server at https://mcp.wappalyzer.com/mcp — remote Streamable HTTP...Outreach MCP ServerRemote Model Context Protocol server exposing Outreach as 41 agent tools (27 read, 11 write, 3 schema intro...Dynamics 365 Sales MCP ServerMicrosoft's hosted Model Context Protocol server for Dynamics 365 Sales. Exposes 20 sales tools to any MCP-...Seamless.AI MCP ServerHosted Model Context Protocol server exposing 54 tools across 11 domains — search, research, user, lists, s...Postiz MCP ServerHosted, remote Model Context Protocol server run as part of the Postiz backend, exposing 11 tools for listi...Tealium AI Read APITealium's own minimal, read-only API for AI agents, published as OpenAPI 3.0.3 at https://tealium.com/.well...Natural AI Agents APIAgent managementUnbounce MCP ServerOfficial hosted Model Context Protocol server for Unbounce. Exposes 37 tools that create, edit, publish, A/...Anthropic Agents APIReusable, versioned agent configurationsAnthropic Skills APICreate and manage custom Agent Skills. Skills are filesystem-based directories of instructions, scripts, an...lemlist MCP Serverlemlist's hosted remote Model Context Protocol server. An MCP client POSTs to https://app.lemlist.com/mcp a...Bitly MCP ServerBitly's official remote Model Context Protocol server, exposing 25 tools for link creation, QR Codes, analy...D&B Risk Analytics MCP ServerDun & Bradstreet's remote Model Context Protocol server for D&B Risk Analytics, exposing KYC/KYB onboarding...Impact MCP ServerRemote Model Context Protocol server for impact.com. Fifteen documented tools give an AI assistant account-...Dust Agents APIAgent configurationsAskNicely MCP Server (Ask NiceAI)AskNicely's remote Model Context Protocol server, exposing Ask NiceAI's tools — NPS summaries, survey respo...Contact Center Agent Status API8x8 Contact Center Agent Status API for reading and setting agent presence and status codes.Leadspace MCPHosted remote MCP server exposing the Leadspace GTM Data Intelligence Cloud to AI assistants as a custom co...Adobe Workfront MCP ServerAdobe's hosted Model Context Protocol server for Workfront, generally available since June 2026. It exposes...Buildkite Agent APIBackplane consumed by the Buildkite Agent (open source, Go) to register, deregister, accept and finish jobs...Buildkite Agents APIThe Agents API from Buildkite — 3 operation(s) for agents.Buildkite MCP ServerOfficial Model Context Protocol server that exposes Buildkite REST API surfaces (pipelines, builds, jobs, a...
Strong 130 Solid coverage with minor gaps
E2B Code Interpreter SDKHigher-level SDK on top of the Sandbox API that exposes a Jupyter-style code interpreter for LLM-driven Pyt...E2B Desktop Sandbox SDKSandbox flavor that boots a Linux desktop environment with a noVNC stream and exposes mouse, keyboard, scre...Snapchat Ads MCP ServerSnap's first-party hosted Model Context Protocol server for the Snapchat Ads API. A supported agent connect...Chili Piper MCP ServerOfficial hosted remote MCP server for Chili Piper, served over streamable HTTP at https://fire.chilipiper.c...FundzWatch APIThe agent-facing Fundz surface, served on the same host under /v1/watch/*: AI-scored leads matched to an IC...Anecdotes MCP ProxyA hosted Model Context Protocol proxy that exposes Anecdotes GRC domains - risk, control, evidence, policy,...ThetaData MCP ServerModel Context Protocol server built into Theta Terminal v3, exposing the full v3 API to LLM CLIs (documente...Wistia MCP ServerWistia's first-party hosted Model Context Protocol server, exposing 125 tools across the media, folders, ch...Northbeam MCP ServerFirst-party remote Model Context Protocol server giving an agent read-only access to the caller's Northbeam...Cordial MCP ServerCordial's hosted Model Context Protocol server, which gives any MCP client secure read access to a Cordial ...Factset Agents APIAgency DetailsServiceNow Agent Client Collector APIThe ServiceNow Agent Client Collector (ACC) API provides REST endpoints for managing agent client collector...Syllable Agents APIOperations related to agent configuration. When a user interacts with the Syllable system, they do so by co...Barndoor Agents APIManage AI agent registrationsDoiT MCP ServerOfficial DoiT Model Context Protocol server. A remote Streamable HTTP endpoint at https://mcp.doit.com/mcp ...Flint MCP ServerFlint's official hosted remote MCP server. Four tools — list_sites, run_background_agent, check_background_...Kensho Grounding Agent (Alpha)Data retrieval service that translates natural-language queries into structured retrieval tasks across S&P ...S&P Global LLM-Ready API (kFinance)REST API and Model Context Protocol server exposing S&P Capital IQ Financials, Market Data, Business Relati...FieldPulse Docs MCP ServerFieldPulse serves an anonymous, publicly reachable Model Context Protocol server from its documentation hos...Apollo MCP ServerApollo's hosted Model Context Protocol server. A remote Streamable-HTTP endpoint at https://mcp.apollo.io/m...OpenAI Agents SDKThe OpenAI Agents SDK is a lightweight framework for building multi-agent workflows in Python and TypeScrip...OpenAI Chatkit APIThe Chatkit API from OpenAI — 5 operation(s) for chatkit.OpenAI CodexOpenAI Codex is a lightweight coding agent that runs in the terminal, with companion IDE extensions, a desk...OpenAI Responses APIThe Responses API from OpenAI — 6 operation(s) for responses.OpenAI Skills APIThe Skills API from OpenAI — 6 operation(s) for skills.Amigo Agents APIThe Agents API from Amigo — 4 operation(s) for agents.GitHub Copilot Code ReviewAI-powered code review agent that analyzes pull requests for issues, suggests fixes, and provides feedback ...GitHub Copilot Coding AgentAutonomous coding agent that works in the background to complete tasks, spinning up secure development envi...GitHub Copilot Extensions APIPlatform for building Copilot Extensions that integrate third-party tools, services, and custom agents into...GitHub MCP ServerGitHub official Model Context Protocol server that enables AI tools to interact with GitHub repositories, i...Palo Alto Networks Agents APIMonitored agent and endpoint inventory management.SmartLead Documentation MCP ServerSmartLead's remote Model Context Protocol server. tools/list answers anonymously with three documentation t...Dotdigital Marketing Developer Hub MCP ServerA remote MCP server that exposes the Dotdigital OpenAPI corpus and the developer-hub documentation to AI co...Hootsuite Developer Documentation MCPA remote Model Context Protocol endpoint served from Hootsuite's own ReadMe-hosted developer documentation ...Vendasta AI Employees APIAPI for the AI Employees (AI assistants) that Vendasta runs on a partner platform — receptionist, reputatio...Inflection MCPInflection's first-party remote MCP server — the agent-facing authoring surface for journeys, audiences, se...Bazaarvoice Authentic Discovery APIThe Authentic Discovery API is Bazaarvoice's generative-engine-optimization surface: a server-side call tha...Corti Agentic Framework APIBuild and orchestrate healthcare agents over the A2A protocol with prebuilt medical experts and MCP tool in...Bolt MCP ServersBolt exposes two Model Context Protocol surfaces: a hosted documentation MCP server advertised at help.bolt...Claude Managed Agents on Cloudflare APIClaude Managed Agents on Cloudflare is a partnership offering announced May 19, 2026 that exposes Anthropic...Cloudflare Agents APIThe Cloudflare Agents SDK enables developers to build and deploy AI-powered agents that autonomously perfor...AirOps APIPublic REST API for running AirOps Workflows/Apps (synchronous, asynchronous, and webhook execution), manag...Apollo MCPApollo's hosted remote Model Context Protocol server. Streamable HTTP transport at https://mcp.apollo.io/mc...Lucid MCP ServerLucid's remote Model Context Protocol server. Connects AI clients (ChatGPT, Claude, Microsoft Copilot, Curs...Profound External APIThe programmatic interface to Profound's Answer Engine Optimization data: brand visibility, citations, sent...Runloop agents APIThe agents API from Runloop — 5 operation(s) for agents.Conga Advantage Platform MCP ServerA hosted, remote Model Context Protocol server on every regional Conga Advantage Platform gateway. It answe...Tradier MCP ServerTradier's official hosted MCP server (launched July 2026) connects AI assistants like ChatGPT, Claude, Gemi...Clay MCP ServerClay's hosted remote Model Context Protocol server, letting an MCP client search companies and people, run ...Seekr Agents APIThe Agents API from Seekr — 9 operation(s) for agents.Lukka MCP ServersSeven first-party hosted Model Context Protocol servers exposing 69 read-only tools over Lukka pricing, ref...OutSystems Remote MCP ServerOfficial OutSystems remote Model Context Protocol server (early alpha), exposed per tenant over streamable ...We > Ultrarich MCP ServerHosted, no-auth Model Context Protocol server (Streamable HTTP) exposing the same five wealth computations ...Yardi Virtuoso Connector (MCP)Yardi's first-party Model Context Protocol server, announced in early access on 2025-09-10 and described as...Embrace MCP ServerA hosted Model Context Protocol server over Streamable HTTP that exposes an Embrace organization's real-use...Clari MCP ServerClari's first-party remote Model Context Protocol server. It exposes live Clari + Salesloft revenue context...parcelLab MCP ServerHosted Model Context Protocol server exposing the parcelLab order tracking and returns registration workflo...Cisco XDR MCP ServerModel Context Protocol server published by CiscoDevNet exposing 27 Cisco XDR tools across Inspect, Investig...Splunk Observability Cloud MCP ServerHosted Model Context Protocol server for Splunk Observability Cloud, using the streamable HTTP transport. T...Kixie Agent Status APIA read-only lookup that returns the current presence of a Kixie agent by email address — whether the agent'...Navattic MCP ServerNavattic's hosted, remote Model Context Protocol server — the company's primary machine-readable product su...Hustle Agents APIThe Agents API from Hustle — 2 operation(s) for agents.OpenAI Responses APIThe Responses API is OpenAI's recommended API primitive for new projects, an evolution of Chat Completions ...Salesloft MCP ServerFirst-party remote Model Context Protocol server exposing fifteen read-only tools over Salesloft accounts, ...Exa Agent APIThe Agent API from Exa — 4 operation(s) for agent.Ahrefs MCP ServerAhrefs' hosted, remote Model Context Protocol server, which lets AI agents query the Ahrefs API on behalf o...CloudTalk Agents APIAll data you can get about your agents.Criteo MCP ServersCriteo operates two remote Model Context Protocol servers. The documentation server at developers.criteo.co...Atmospore MCP ServerHosted Model Context Protocol server exposing the Atmospore pollen forecast capability as four agent tools ...Epsilon3 MCP ServerHosted, remote Model Context Protocol server exposing Epsilon3 procedures, runs, parts and inventory, and i...Jasper APIThe Jasper API brings generative AI into your platform — generate on-brand content via commands and templat...Azure DevOps Distributed Task APIAPI for managing the pipeline agent infrastructure including agent pools, queues, agents, environments, dep...Bridge Agents APIThe Agents API from Bridge — 1 operation(s) for agents.RingCentral Contact Center APIThe RingCentral Contact Center (RingCX) API provides programmatic access to omnichannel contact-center capa...Zendesk Chat Agents APIThe Zendesk Chat Agents API lets you get or set agent information for your Zendesk Chat instance. If you cr...AutoFi MCP ServerLive, OAuth-protected Model Context Protocol server served from the WordPress installation behind autofi.co...CI HUB MCP Server (Bright AI Connector)A hosted, remote Model Context Protocol server that gives an AI client governed access to the DAM systems a...Roboflow MCP ServerRoboflow's hosted, remote Model Context Protocol server. Exposes 67 tools across agent chat, projects, imag...AdRoll MCP ServerRemote Model Context Protocol server that exposes AdRoll and AdRoll ABM data and supported workflows to MCP...Insider One MCP ServerFirst-party remote Model Context Protocol server exposing 35 tools across Email, SMS, WhatsApp, Web Push, M...Seqera Labs agents APIThe agents API from Seqera Labs — 4 operation(s) for agents.AdRoll MCP ServerNextRoll's Model Context Protocol server (open beta, launched May 2026), exposing supported AdRoll and AdRo...Pabbly Connect MCP ServerBeta hosted MCP server that exposes a Pabbly Connect user's own workflow action steps as agent tools. Tools...Salsify MCP ServerFirst-party remote Model Context Protocol server hosted by Salsify at app.salsify.com/mcp. Streamable HTTP ...Tiger Docs MCP ServerA publicly reachable, anonymous Model Context Protocol server (server name pg-aiguide) serving hybrid seman...Bluma MCP ServerHosted Model Context Protocol server on the Bluma API host. Discovered via RFC 9728 OAuth Protected Resourc...Datadog Agent APIThe Agent API from Datadog — 4 operation(s) for agent.Datadog Agents APIThe Agents API from Datadog — 2 operation(s) for agents.Datadog CSM Agents APIThe CSM Agents API allows you to get the list of all Cloud Security Management agents running on your hosts...Gladly Agents APIAn **Agent** represents the user profile of a person who helps customers in Gladly. The API allows you to l...Permutive MCP ServerPermutive's Model Context Protocol surface. A live, anonymous documentation MCP server at https://docs.perm...SLNG Agents APIVoice agent CRUD.Drip MCP ServerDrip operates a remote Model Context Protocol server at https://api.getdrip.com/mcp, protected by its OAuth...Amazon Bedrock Agent APIThe Amazon Bedrock Agent API provides operations for managing and configuring autonomous AI agents, knowled...Amazon Bedrock Agent Runtime APIThe Amazon Bedrock Agent Runtime API provides operations for invoking Bedrock agents and retrieving content...Hyperbrowser Agents APIStart, stop, and monitor agentic browser tasks across HyperAgent, Browser-Use, Claude Computer Use, Gemini ...Lightrun Agents APIAgents API.Read AI MCP ServerFirst-party remote Model Context Protocol server exposing a user's Read AI meeting reports to any MCP clien...ALTR Agent APIThe Agent API from ALTR — 2 operation(s) for agent.ALTR Agents APIThe Agents API from ALTR — 2 operation(s) for agents.Conviva DPI MCP ServerHosted Model Context Protocol server for the Conviva Digital Intelligence Platform, exposing /insights, /ne...Conviva MCP ServerHosted Model Context Protocol server exposing Conviva VSI and DPI data to agents across five sub-services —...Perplexity Agent APIThe Agent API from Perplexity — 1 operation(s) for agent.Perplexity Responses APIThe Responses API (Agentic Research API) provides access to third-party frontier models from providers like...Visier Query MCP ServerVisier's hosted Model Context Protocol server, exposing Vee (natural-language workforce question answering)...Nimbleway Agents APIThe Agents API from Nimbleway — 7 operation(s) for agents.Vectara Agents APIBuild and operate agents over Vectara corpora.Beyond Presence Agents APIThe Agents API from Beyond Presence — 2 operation(s) for agents.CrawlGraph MCP ServerHosted remote Model Context Protocol server at https://crawlgraph.com/mcp over Streamable HTTP, plus an ope...Thoughtly agent APIVoice and chat agent operations. Agents are referenced as "interviews" in URLs.Gumloop Agents APIThe Agents API from Gumloop — 5 operation(s) for agents.Assembled People APIManage agents (people) in the Assembled workforce. List, retrieve, create, and update agents along with the...Coval Agents APICRUD operations for AI agent configurationsPlex MCP ServerA first-party remote Model Context Protocol server operated by Plex at https://plex.tv/internal/mcp. It adv...Zavu Agents APIThe Agents API from Zavu — 4 operation(s) for agents.H Company Agents APIThe Agents API from H Company — 2 operation(s) for agents.Prime Intellect Sandbox APISecure remote code-execution sandboxes for AI agents. Create and manage Python-3.11-slim-based sandboxes, e...Bria MCP ServerBria's hosted, remote Model Context Protocol server, exposing image generation and editing to any MCP clien...Reapit Foundations MCP Server (Alpha)An alpha Model Context Protocol server exposing the Foundations platform to AI agents over Streamable HTTP ...Anaconda MCPAnaconda's Model Context Protocol surface for AI coding agents. `anaconda-mcp` is a unified local gateway t...Nooks MCP ServerNooks operates a hosted, remote Model Context Protocol server at https://mcp.nooks.in/. It is OAuth-protect...Fullcast MCP ServerFullcast's remote Model Context Protocol server, exposing go-to-market planning, territory and team hierarc...Sendoso MCP ServerOAuth-protected remote MCP server over the Sendoso platform, at https://app.sendoso.com/mcp. Publishes RFC ...AgentMail agent APIThe agent API from AgentMail — 2 operation(s) for agent.Leadpages A2A AgentAgent2Agent endpoint for a nine-agent marketing team — Otto, Piper, Cash, Iris, Ray, Milo, Penn, Vera and C...Leadpages MCP ServerHosted Model Context Protocol server exposing 47 tools across Pages, Sites, Assets, Blogs, Brand Kit and Ut...Tenable Agents APIThe Agents API from Tenable — 4 operation(s) for agents.Cortex Agents APIThe Snowflake Cortex Agents API is a REST API that you can use to create, manage, and interact with Cortex ...Amperity MCP ServerAmperity's official hosted remote Model Context Protocol server. A single public endpoint at https://mcp.am...Snapchat Ads MCPSnap's first-party hosted Model Context Protocol server, letting supported agents read the caller's authori...
Developing 156 Usable, with meaningful gaps to close
Authenticx Agent APIThe Agent API from Authenticx — 3 operation(s) for agent.Mistral AI Agents APIAgent completion operationsAURA Agent FrameworkMezmo's open-source agentic orchestration framework. Apache 2.0 Rust framework for composing AI agents from...Congress Trades MCP ServerA focused Streamable HTTP MCP server exposing three read-only tools over the Congress Trades dataset — get_...Mezmo Agent (logdna-agent-v2)Open-source Rust log collection agent (logdna-agent-v2). Tails files, journald, and Kubernetes pod logs and...MTN Agent ProfileAn API to retrieve the profile of an MTN field agent. Please refer to the reference guides https://develope...Brainfish Agents APIAI agent operations for answer generation and streamingPaid agents APIThe agents API from Paid — 3 operation(s) for agents.CrewAI Enterprise MCP ServerModel Context Protocol server published by CrewAI Inc. that exposes AMP crew deployment operations and stat...Huntress Agents APIOperations about AgentsD-ID Agents APICreate and manage AI agent definitionsShipMonk MCP ServerA live Model Context Protocol endpoint served from ShipMonk's own developer-docs host. tools/list responds ...Tako agent APIThe agent API from Tako — 4 operation(s) for agent.Mesh Payments MCP ServerOAuth-protected Model Context Protocol (MCP) server operated by Mesh at api.meshpayments.com/mcp. The endpo...ReadMe MCP ServerReadMe operates a hosted Model Context Protocol (MCP) server that lets AI tools (Claude, Cursor, IDEs, CI p...TetraScience Agents APIThe Agents API from TetraScience — 8 operation(s) for agents.Amazon Ground Station Agent APIThe Agent API from Amazon Ground Station — 3 operation(s) for agent.Warp agent APIOperations for running and managing cloud agentsAntimetal MCP ServerRemote Model Context Protocol server exposing Antimetal's investigation, root-cause analysis and remediatio...Monetate Website MCP ServerHosted Model Context Protocol server published on the monetate.com marketing site, advertised through RFC 8...Cube Agents APIThe Agents API from Cube — 7 operation(s) for agents.Speko Agents APIThe Agents API from Speko — 2 operation(s) for agents.Unify Agent APISend messages to and retrieve messages from assistantsH2O.ai Agents APIThe Agents API from H2O.ai — 30 operation(s) for agents.AlphaSense MCP ServerModel Context Protocol surface that lets MCP-aware AI clients (Claude, Cursor, ChatGPT-style desktop hosts,...Adverity MCP ServerThe Adverity MCP server is a hosted, remote Model Context Protocol endpoint that connects an AI assistant t...Sponge Agents APIThe Agents API from Sponge — 5 operation(s) for agents.Microsoft Copilot Studio APIAPIs for building, publishing, and integrating custom agents and copilots using Microsoft Copilot Studio, i...Reevo MCP ServerReevo's remote Model Context Protocol server. An MCP client POSTs to https://mcp.reevo.ai/mcp over MCP stre...Aquant Conversation Platform (VoiceAI) APIThe Aquant Conversation Platform (ACP) API powers Voice AI and web chat with Aquant's service agents. Clien...Aquant MCP ServerThe Aquant MCP Server exposes Aquant's service-intelligence capabilities as eleven agent-callable tools — p...Frontline Agents APIAgent runtime data: conversations and transcriptsMintlify Agent APIProgrammatic documentation editing via AI agent jobs.Zoom Contact Center APIThe Zoom Contact Center API enables developers to programmatically interface with Contact Center features i...Speakeasy GramThe MCP Cloud platform by Speakeasy. Ship better agents with production-ready MCP infrastructure. Host remo...Speakeasy MCP Server GenerationGenerate production-ready MCP server code from OpenAPI specifications. Deploy on your own infrastructure, c...Tigera MCP ServerA remote Model Context Protocol server published on the tigera.io host, advertised through RFC 8414 OAuth a...Duvo Ai Agents APICreate and manage agents for automation workloadsOnecli Agents APIManage agents and their access tokens, secrets, and configuration.ZenRows MCP ServerOfficial ZenRows Model Context Protocol server that exposes the scraping platform to AI assistants. Availab...BrightEdge MCP ServerBrightEdge's hosted, remote Model Context Protocol server. An MCP client POSTs to https://mcp2.brightedge.c...Picus Security Agents APIThe Agents API from Picus Security — 6 operation(s) for agents.Emotive Knowledge Base MCP ServerAnonymous remote MCP server published by Emotive's Mintlify knowledge base. Three tools — documentation sea...N8nBuild with the precision of code or the speed of drag-n-drop. Host with on-prem control or in-the-cloud con...Bluejay Agents APIThe Agents API from Bluejay — 9 operation(s) for agents.Fixie agents APIThe agents API from Fixie — 9 operation(s) for agents.Slide Agents APIEverything about [agents](#model/agent)Parcha Agent APIThe Agent API from Parcha — 2 operation(s) for agent.Revnu MCP ServerA live remote MCP server over streamable HTTP that gives an AI assistant operator-level control of a Revnu ...Biconomy Smart Sessions APISmart Sessions is a delegated-execution framework layered on Nexus. A session key is granted a scoped set o...Fullpath MCP ToolsA first-party Model Context Protocol tool manifest published by Fullpath for AI assistants. Thirteen tools ...WoowUp MCP ServerHosted, remote Model Context Protocol server operated by WoowUp at mcp.woowup.com. Streamable-HTTP transpor...Bigeye MCP GatewayThe Bigeye MCP Gateway is a hosted Model Context Protocol server at https://mcpgateway.bigeye.com/mcp that ...SandboxAQ MCP ServerA fully managed, per-tenant Model Context Protocol server that exposes SandboxAQ's proprietary scientific A...Agno Agents APIThe Agents API from Agno — 6 operation(s) for agents.duvo.ai Agents APICreate and manage agents for automation workloadsBolna Voice AI APIREST API for building and operating conversational voice AI agents — create and manage agents, place outbou...Graphy Agents APIThe Agents API from Graphy — 7 operation(s) for agents.Langdock Agent APIThe Agent API from Langdock — 2 operation(s) for agent.Phonely Agents APIManage Phonely voice agents programmatically. Retrieve a single agent or list all agents for a user, and up...pCloudy MCP ServerThe official pCloudy MCP server, published by pCloudy as the Python package pcloudy-mcp and run over stdio ...Help Scout Users APIThe Users API from Help Scout — 1 operation(s) for users.Spider Cloud MCP ServerSpider's hosted Model Context Protocol server exposes 22 tools — eight core operations (crawl, scrape, sear...Domain Agents & Listings APIAccess data on agencies, agents, and for-sale, for-rent, commercial, business, and project listings directl...Webex Agents APIThe Agents API from Webex — 7 operation(s) for agents.Cognee agents APIAI agent identity managementNeuphonic Agent APIREST API for creating and managing conversational AI voice agents. Agents combine Neuphonic TTS with GPT-4o...Neuphonic Agents APIThe Agents API from Neuphonic — 3 operation(s) for agents.Altimate AI AGENTS APIThe AGENTS API from Altimate AI — 3 operation(s) for agents.Demostack MCPDemostack MCP is a first-party remote Model Context Protocol server that brings demo intelligence into Clau...Akia MCP ServerAkia's remote Model Context Protocol server, advertised through RFC 9728 OAuth protected-resource metadata ...Mercado Pago MCP ServerModel Context Protocol server exposing Mercado Pago APIs as tools for AI agents and IDE assistants. Enables...Infoway Financial Data MCP ServerOfficial Model Context Protocol server (PyPI infoway-mcp-server) exposing 17 tools over stdio for real-time...LangWatch Agents APIThe Agents API from LangWatch — 2 operation(s) for agents.Uniphore Business AI Cloud (BAIC) Platform APIThe Business AI Cloud platform API. The publicly documented surface is the customer-deployed BAIC distribut...Aligned News MCP ServerReference Model Context Protocol server distributed as a single TypeScript file (mcp-server.ts) that proxie...Result MCP ServerRemote Model Context Protocol server exposing 74 tools across six categories (plan and operate, build and s...Cube Planning Agents APIThe Agents API from Cube Planning — 7 operation(s) for agents.Elastic.io Agents APIManage on-premises integration agentsOsmosis agent APIOperations for enhancing agent interactions and decisionsUmbra Canopy Documentation MCP ServerAnonymous, hosted Model Context Protocol server published by Umbra on the Canopy documentation host. Expose...Dixa Agents APIThe Agents API from Dixa — 7 operation(s) for agents.Gemini Deep Research APIAgentic research capability powered by the Interactions API that autonomously plans, executes, and synthesi...Gemini Interactions APIA single unified endpoint for Gemini models and agents with server-side state, background execution, tool c...Gremlin agents APIList and modify all infrastructure and failure flag agentsMorningstar Agent APIMorningstar's AI integration surface - the Morningstar Agent API at agents.morningstar.com plus an MCP serv...Helicone Agent APIThe Agent API from Helicone — 8 operation(s) for agent.Coinbase AgentKitCoinbase AgentKit is a toolkit that enables AI agents to interact with blockchain networks through secure w...DocSend MCP ServerDocSend's hosted Model Context Protocol server — the only programmatic surface DocSend publishes. An MCP cl...accessFlow MCP ServerThe accessFlow Model Context Protocol server connects AI clients such as GitHub Copilot and Cursor directly...Letta Agents APICreate, list, modify, export, and delete stateful agents with memory and tools.Mem0 agents APIThe agents API from Mem0 — 1 operation(s) for agents.Phonic agents APIThe agents API from Phonic — 5 operation(s) for agents.Cubby MCP ServerCubby operates a hosted Model Context Protocol server at api.cubbystorage.com/mcp. The endpoint is live and...OpenHands Agent SDKComposable Python SDK for defining, running, and orchestrating agents locally or scaled to thousands in the...OpenHands CLICommand-line interface for running OpenHands agents with Claude, GPT, or any other LLM. Source at github.co...Linktree MCPOAuth 2.0-protected Model Context Protocol server, speaking streamable-http, that lets agents manage Linktr...Recall Labs Agent APIAgent management endpointsRecall Labs Agents APIPublic agent discovery endpointsArchastro Agents APIThe Agents API from Archastro — 17 operation(s) for agents.ColdSnap Storefront MCP ServerAn anonymous, production Model Context Protocol server served from the ColdSnap domain at /api/mcp. A live ...SegMetrics MCP ServerA hosted, read-only Model Context Protocol server that gives Claude, ChatGPT and other MCP clients direct a...Biolevate Agent APIConversational agent jobsTeamCity Agents APIManage build agentsLanceDB MCP ServerModel Context Protocol (MCP) server exposing LanceDB tables as retrieval tools for MCP-aware agents and IDEs.StakPak Agents APIAgents APIAccept Agents APIThe Agents API from Accept — 1 operation(s) for agents.Fixflo API v2The Fixflo v2 REST API, described by a publicly downloadable OpenAPI 3.0 document on the Fixflo Stoplight d...AI21 Maestro APIDynamic planning system that, at inference time, determines the optimal sequence of actions to solve a task...Coder Agents APIThe Agents API from Coder — 28 operation(s) for agents.Coder Workspace Agents APIEndpoints for workspace agent lifecycle, authentication (AWS/Azure/GCP instance identity), PTY terminal acc...Atera API v3Atera's REST API. Twelve data domains — Agents, Alerts, Billing, Contacts, Contracts, Customers, CustomValu...Fini Agents APIThe Agents API from Fini — 1 operation(s) for agents.Inkeep Agents / Management APIREST management surface for the Inkeep Agents framework - create and operate agents, sub-agents, projects, ...Mudrex MCP ServerMudrex's official hosted Model Context Protocol server, which exposes the Mudrex Futures Trading API to MCP...RisingWave MCP ServerModel Context Protocol server that connects AI agents to running RisingWave instances, exposing over 100 to...AgentPhone agents APIThe agents API from AgentPhone — 7 operation(s) for agents.Firecrawl Agent APIThe Agent API from Firecrawl — 2 operation(s) for agent.AdMakeAI Agent SkillPublished SKILL.md that teaches an agent tool selection from natural-language intent, credit mechanics, pag...AdMakeAI MCP ServerHosted, stateless streamable-HTTP MCP server exposing 65 tools across account, projects, uploads, ad image ...AdMakeAI REST APIRPC-style JSON REST API with dot-named tRPC procedure paths (e.g. adGeneration.create) covering ad image an...Cartesia Agents APIVoice agent configuration and public templates.Make MCP ServerThe Make MCP Server allows AI systems such as large language models to run scenarios and manage the content...Eko Health Storefront MCPA live, anonymously reachable Model Context Protocol server published on Eko Health's own www.ekohealth.com...Exponential Agent APIThe Agent API from Exponential — 4 operation(s) for agent.Luxury Presence Agents APIThe Agents API from Luxury Presence — 5 operation(s) for agents.Surge RL Environments and AgentsSurge's product surface for delivering complex reinforcement-learning environments and agents that challeng...AskUI agents APIThe agents API from AskUI — 3 operation(s) for agents.Gemini Interactions APIUnified interface for interacting with Gemini models and agents providing a consistent way to manage multi-...TIBCO Agents APIManage inference agentsElementum Agents APIManage AI agentsRokid Store Agent Commerce APIRokid's global storefront implements the Universal Commerce Protocol for agent-driven commerce, with a UCP ...REALTOR.ca Board APIThe REALTOR.ca Board API is a separate, smaller roster-distribution API for CREA's member boards and associ...Anysphere Agents APIThe Agents API from Anysphere — 11 operation(s) for agents.Kernel MCP ServerHosted Model Context Protocol server at mcp.onkernel.com that exposes Kernel resources (browsers, profiles,...Caretta MCP ServerRemote Model Context Protocol server that gives compatible AI clients OAuth-scoped access to the Caretta ca...Pipecat Cloud (Daily Bots) APIREST API and SDKs for deploying and managing voice AI agents built with the open-source Pipecat framework o...Contextual AI Agents APICreate, configure, and manage RAG agents.HashiCorp Nomad Agent APIEndpoints for interacting with the local Nomad agent, including health checks, member listing, and server m...aPriori Agent APIAgent ControllerGoogle Cloud Dialogflow CX Agents APIThe Agents API from Google Cloud Dialogflow CX — 2 operation(s) for agents.Linear Agents APICapabilities for AI agents to operate as first-class actors inside Linear - Agent Interaction Guidelines (A...Devin APIThe Devin API is a REST interface for creating and managing autonomous engineering sessions, knowledge, pla...Recall Agent APIAgent management endpointsRecall Agents APIPublic agent discovery endpointsEVE Online agent APIAccess to exampleSAP Commerce Cloud Agents APICustomer service agent operationsChatwoot Agents APIAgent management APIsnCino Mortgage MCP ServersTwo hosted, remote Model Context Protocol servers for the nCino Mortgage platform — an LO server for loan o...AVORA Agent Forge Agent APIThe Agent API from AVORA Agent Forge — 5 operation(s) for agent.IMAI MCP ServerOAuth-protected Model Context Protocol endpoint served on the IMAI / InfluencerMarketing.ai host by the Nov...Lightsprint APIREST API over the Lightsprint workspace board — tasks, comments, projects, stacks, and cloud coding agents....Bobbie Storefront MCP ServerA live Model Context Protocol server on Bobbie's storefront host. An anonymous JSON-RPC tools/list returned...Docling AgentReference agent that reads, writes, and edits documents using Docling as the IO layer. Demonstrates how Doc...Docling MCP ServerModel Context Protocol server that exposes Docling document parsing as MCP tools so Claude, Cursor, Gemini,...Commvault Agents APIManage backup agents installed on clients
Thin 144 Limited public surface area
Monid APIThe Monid HTTP API lets developers and AI agents discover data endpoints with natural language, inspect the...Slingshot Bio Storefront MCP ServerA live Model Context Protocol server for the Slingshot Bio store, answering anonymous tools/list over HTTP ...Sobot Agent APIThe Agent API from Sobot — 1 operation(s) for agent.Terminal Use Agents APIThe Agents API from Terminal Use — 7 operation(s) for agents.Engrail Therapeutics MCP ServersTwo live Model Context Protocol servers registered under the `mcp` REST namespace on engrail.com, fronted b...Midpage MCP ServerRemote Model Context Protocol server (OAuth-authenticated) that gives AI assistants like Claude, ChatGPT, a...supernormal Agents APIOperations about agentsUnitrends Agents APIThe Agents API from Unitrends — 1 operation(s) for agents.Azure OpenAI Responses APIStateful, agent-friendly API for building multi-turn AI experiences with tool use, file inputs, and convers...REALTOR.ca DDF Web APIThe REALTOR.ca Data Distribution Facility (DDF®) Web API is CREA's national listing distribution surface, e...Siemens MindSphere Agent Management APIAPI to onboard, offboard, update, and delete MindConnect agents that act as gateways connecting field devic...Superscale MCP ServerThe product Model Context Protocol server. Lets an external agent runtime (Claude and similar MCP clients) ...Sapiom REST APIREST API for transaction management, payment authorization, agents, spending rules, analytics, and phone ve...Freeplay Agents APIList agents within a project.HashiCorp Consul Agent APIInteract with the local Consul agentCalyptia agent APIThe agent API from Calyptia — 3 operation(s) for agent.Layercode Agents APIThe Agents API from Layercode — 2 operation(s) for agents.Mutiny MCP ServerMutiny's hosted Model Context Protocol server and its only public programmatic entry point. It exposes the ...PlayHT Agents APIVoice agent management.Blaxel Agents APIThe Agents API from Blaxel — 3 operation(s) for agents.Endeavor BioMedicines WordPress MCP ServerAn MCP (Model Context Protocol) server exposed by the WordPress MCP adapter at /wp-json/mcp/mcp-oauth-serve...Notte Agents APIRun autonomous web agents from natural-language tasks.Vocode Agents APIThe Agents API from Vocode — 4 operation(s) for agents.Langbase Agent APIThe Agent API from Langbase — 1 operation(s) for agent.Moody's RMS Platform MCP ServerA hosted Model Context Protocol server, irp-integration-mcp, released with Intelligent Risk Platform versio...Edlink Agents APISource connection agents.Julep Agents APIThe Agents API from Julep — 13 operation(s) for agents.Purplebricks Agent APISmall agent-experience service exposing team lookups for the local property experts who staff the Purplebri...Purplebricks Outlook Sync APIAgent-facing microservice that reads and toggles Outlook calendar synchronisation for a local property expe...Restack Agents APIThe Agents API from Restack — 2 operation(s) for agents.Pipecat Agents APICreate, list, update, and delete deployed agents and inspect logs and sessions.Veeam Agents APIThe Agents section defines paths and operations for managing recovery tokens used for bare metal recovery.W&B CLICommand-line interface bundled with the wandb Python package for login, sweep orchestration, artifact manag...Qlik Direct Access Agents APIManages Direct Access Agents that provide secure connectivity between Qlik Cloud and on-premises data sources.TutorCruncher Agents APIAffiliates / agents.Roadie MCP ServersSix agent-native Model Context Protocol (MCP) servers over the Roadie API - api-docs-query, backend-config,...Wyze Storefront MCP ServerA live, anonymously reachable Model Context Protocol server on the Wyze storefront host that lets agents se...Wyze UCP Commerce EndpointThe Universal Commerce Protocol (UCP) merchant surface published by the Wyze storefront. The /.well-known/u...Cursor Cloud Agents APICreate and manage AI coding agents in the cloud. Beta, available across all plans.Fabric8Labs MCP Server (WordPress MCP Adapter)A Model Context Protocol server endpoint registered on www.fabric8labs.com under the WordPress REST "mcp" n...Polygon ID Agent APICollection of endpoints related to MobilePolyAI Platform APIBuild, run and observe PolyAI voice and chat agents from your own systems. Three REST API families (Agents,...Neynar Agents APIOperations for building AI agentsOpply Agents APIThe Agents API from Opply — 7 operation(s) for agents.Bridge Interactive Agents APIThe Agents API from Bridge Interactive — 2 operation(s) for agents.Coval Agents APIConnect and manage AI agents under test.GitLab CI/CD agents APIOperations about agentsMaven AGI Agents APIThe Agents API from Maven AGI — 3 operation(s) for agents.Buildkite Agent APIAPI consumed by buildkite-agent — register, retrieve work, send job events and upload artifacts/annotations...Buildkite Agents APIThe Agents API from Buildkite — 5 operation(s) for agents.Buildkite REST APIJSON over HTTPS REST API for the Buildkite control plane. Bearer-token auth with API access tokens.Finite State A2A Content APIPublic, anonymous, read-only JSON-RPC 2.0 API exposing Finite State's published content: blog posts, resour...Harbinger Health MCP ServerA live Model Context Protocol server namespace published on Harbinger Health's own host at https://harbinge...Windstream Holdings agents APIAgent state managementGroove Agents APIThe Agents API from Groove — 2 operation(s) for agents.Groove GraphQL API v2GraphQL API exposing conversations, messages, agents, contacts, mailboxes, tags, and knowledge base data th...Groove WebhooksGroove's webhook surface delivered through the legacy REST API webhook subscription endpoint. Customers reg...Yardi Virtuoso Connector (MCP)Yardi's first-party Model Context Protocol server, announced in early access on 2025-09-10 and described as...Cortex MCP ServerModel Context Protocol server exposing Cortex catalog, scorecards, dependencies, and on-call data to AI age...Wazo Call Centre Agent API (wazo-agentd)Call-centre agent state API. Logs agents in and out of queues by agent id, agent number or extension, pause...Fnatic Shop UCP Commerce MCP EndpointA Universal Commerce Protocol shopping service exposed over MCP (JSON-RPC 2.0) on Fnatic's own shop host, a...Formant Agent SDKPython client embedded in the `formant` PyPI package (`pip install formant`, `from formant.sdk.agent.v1 imp...Acronis Agents APIAcronis protection agent managementUnisson agents APIThe agents API from Unisson — 11 operation(s) for agents.Patlytics Patent Search (MCP)The Patlytics Patent Search connector — a hosted Model Context Protocol server (Streamable HTTP) that bring...Black Buffalo Storefront MCP ServerA live Model Context Protocol server on Black Buffalo's storefront host. An anonymous JSON-RPC tools/list r...LiteLLM A2A Agent Gateway APIProvides /a2a endpoints for the Agent-to-Agent (A2A) gateway, enabling agent registration, publishing, and ...elevenlabs Agents APIEndpoints for creating, managing, and configuring conversational AI agents with voice capabilities.Freshservice Agents APIThe Agents API from Freshservice — 2 operation(s) for agents.Freshchat Agents APIThe Agents API from Freshchat — 3 operation(s) for agents.Glean agents APIThe agents API from Glean — 5 operation(s) for agents.Mistral AI Agents APIAgent completions API for building AI agents that handle complex tasks, maintain context, coordinate action...LiveChat Agent Chat APIREST and RTM APIs for agents to manage chats, send messages, transfer conversations, and update statuses. A...LiveChat Configuration APIManage agents, groups, bots, tags, webhooks, properties, and other account configuration for a LiveChat org...JetBrains Agents APIBuild agent managementMastraMastra is an open-source TypeScript AI agent framework that enables developers to build and deploy AI-power...Mastra Agents APIThe Agents API from Mastra — 6 operation(s) for agents.JumpCloud System Context APIAPI for managed systems to interact with JumpCloud on their own behalf using HTTP Signatures authentication...Redefine Meat MCP ServerTwo live Model Context Protocol endpoints served from the same WordPress installation and advertised throug...Kotzilla MCP ServerHosted remote Model Context Protocol server that connects an AI coding assistant to the Kotzilla Platform. ...Starfish Space MCP ServerA live Model Context Protocol (MCP) server exposed by Starfish Space at https://www.starfishspace.com/wp-js...Humanitec Agents APIAn object containing the details of an Agent. Windsurf EditorStandalone AI-native IDE forked from VS Code featuring Cascade agent, autocomplete (Fill-In-The-Middle), Ch...Insurance Council of Australia WordPress MCP Adapter (gated)A WordPress MCP adapter server route is registered on the ICA estate in the mcp namespace, alongside a wp-a...IXON Agent APIThe Agent API from IXON — 1 operation(s) for agent.Luma Agents API (uni-1)Agent-style image generation/editing with a reasoning endpoint and a generation endpoint. Uses /v1/generati...Substack MCP ServerOfficial remote Model Context Protocol server that connects a Substack publication to an MCP-capable AI ass...Factory Droid SDK (TypeScript)TypeScript SDK for building, invoking, and orchestrating Droids. Public source on GitHub at Factory-AI/droi...Nuclei agents APIThe agents API from Nuclei — 4 operation(s) for agents.AlterEstate Agents APICompany agentsNGINX AgentNGINX Agent provides an administrative entry point to remotely manage, configure, and collect metrics and e...freshdesk Agents APIManage support agents and their properties.freshworks Agents APIManage chat agents and their availability.Env0 Agents APIThe Agents API from Env0 — 1 operation(s) for agents.Lightpanda CLI / BinaryThe open-source command-line binary (AGPL-3.0, written in Zig). `lightpanda serve` starts the CDP-over-WebS...Thru Explorer MCP ServerOfficial hosted Model Context Protocol server on the Thru block explorer. Exposes eight read-only tools (ge...WINN.AI MCP APIA live remote Model Context Protocol endpoint serving WINN.AI conversation data to agents. It is published ...LangSmith agents APIThe agents API from LangSmith — 2 operation(s) for agents.SysAid Agents APIThe Agents API from SysAid — 8 operation(s) for agents.Superlist MCP ServerOfficial hosted Model Context Protocol (MCP) server that acts as the task layer for AI agents. Exposes tool...v0 agent APIThe agent API from v0 — 1 operation(s) for agent.Klue MCP ServerKlue's Model Context Protocol server lets internal AI agents and enterprise copilots retrieve permissioned ...SurrealDB MCP ServerSurrealMCP exposes SurrealDB database operations, agent memory, and cloud management as structured tool cal...Arphie MCPArphie's remote Model Context Protocol server. It exposes Arphie projects, workload and project-volume metr...Heuritech MCP ServerA live remote Model Context Protocol server on the heuritech.com host, advertised through RFC 8414 OAuth au...UpSlide MCP ServerOfficial remote MCP (Model Context Protocol) server that connects AI assistants such as Claude Desktop and ...Equinix Agents APIThe Agents API from Equinix — 3 operation(s) for agents.Trust3 AI Governance APIThe Trust3 API server is the public AI Governance API edge of the Trust3 control plane. AI Assets Collector...LlamaIndex Python FrameworkLlamaIndex is an open-source Python framework for building LLM-powered applications including agents, RAG p...LlamaIndex TypeScript FrameworkLlamaIndex TypeScript is the JavaScript and TypeScript implementation of the LlamaIndex framework for build...Isometric MCP ServerIsometric ships a hosted Model Context Protocol (MCP) server that makes the Isometric Standard, proprietary...Bland AI Platform APIREST API for sending and managing AI phone calls, pathways (conversation flows), voices and voice clones, p...DispatchHealth MCP ServerAn OAuth 2.1-protected Model Context Protocol (MCP) server exposed on DispatchHealth's own host by the Word...Cloverleaf AI MCP ServerA remote, OAuth-protected Model Context Protocol server that exposes Cloverleaf AI's government meeting int...Grapes Knowledge Base Agents APIConfigure Grapes agentsAgno Agents APIRun and manage individual agents.Azure AI Foundry REST APIREST API for managing Foundry projects, hubs, model deployments, agents, threads, runs, and evaluations. Au...Qodo Command/CLITerminal runtime for building, running, and managing AI agents across the SDLC, installed via npm (@qodo/co...XMTP Agent SDKNode.js SDK tailored for building AI agents and bots on the XMTP network. Enables agents to participate in ...Anvilogic MCP ServerThe Anvilogic MCP Server is the platform's Model Context Protocol surface, letting AI agents and MCP client...Paperless Post Party Shop Agent Commerce SurfaceThe Paperless Post Party Shop storefront is the only machine-callable surface on any paperlesspost.com host...realtor Agents APIEndpoints for searching and retrieving information about real estate agents and brokers.Realtor.com Connections Plus APIThe Realtor.com Connections Plus API provides a direct connection between the Realtor.com lead delivery sys...APIContext Agents APIThe Agents API from APIContext — 2 operation(s) for agents.Newfold BLU MCP Server (WordPress)The Newfold Labs WordPress MCP module (wp-module-mcp) registers an MCP server, id blu-mcp, on the WordPress...You.com Research APIThe Research API orchestrates multi-step web research to produce ranked, cited responses to complex questio...Zhipu AI Agents APIThe Agents API from Zhipu AI — 3 operation(s) for agents.FLO Store (Shopify Storefront MCP)The only live, anonymously callable machine-readable surface in FLO's estate. FLO's hardware and accessorie...Vestaron MCP Server (WordPress MCP Adapter)A remote Model Context Protocol server published on the vestaron.com host and advertised anonymously throug...Federated Wireless MCP ServerA remote Model Context Protocol server published on federatedwireless.ai, advertised through RFC 8414 OAuth...smolagents Python LibraryThe core smolagents Python library providing CodeAgent and ToolCallingAgent classes for building AI agents ...Agentio Brand Connector (MCP)Agentio's hosted, remote Model Context Protocol server. A brand adds https://mcp.agentio.com/mcp to any MCP...Nectar Social MCP ServerRemote Model Context Protocol server exposing Nectar Social's social content and analytics to AI agents ove...Primitive Agent APIAgent signup and authenticationArt Institute of Chicago Agents APIPeople and organizations (artists, makers, donors) associated with artworks.Artisight MCP ServerA Model Context Protocol server published from artisight.com by the WordPress MCP Adapter, backed by the Wo...Exentis Group MCP ServerAn MCP (Model Context Protocol) server endpoint mounted on www.exentis-group.com by the WordPress MCP adapt...Gigacatalyst Self-Serve Registration APIThe one public, unauthenticated operation Gigacatalyst publishes on its own behalf. A coding agent reads th...Scalar Agent and MCPAI layer that lets developers chat with an API inside the docs and exposes hosted MCP (Model Context Protoc...AG2 Python FrameworkCore open-source Python library for building agentic AI applications. Provides ConversableAgent, AssistantA...Port AI and LLM Management APIEndpoints to manage AI agents, prompts, memory, and LLM-driven capabilities embedded in the Port platform.Andium Store UCP / MCPThe Universal Commerce Protocol shopping service on Andium's merchandise storefront, exposed as a Model Con...DeepIP MCP ServerA remote Model Context Protocol server operated by DeepIP at https://app.deepip.ai/mcp, letting an MCP-capa...Anitian FedFlex Copilot WebSocket APIAn AWS API Gateway WebSocket API fronting the FedFlex agentic-AI copilot. Every plain HTTP request to copil...
Emerging 84 Early or largely undocumented
IO Agents APIREST API for discovering, configuring, and running AI agents and agentic workflows on io.net's no-code work...IO Cloud MCP ServerHosted Model Context Protocol server at https://mcp.io.solutions/mcp that exposes IO Cloud provisioning and...Aptera Shop Storefront Agent Commerce APIThe agent-facing commerce surface of Aptera Motors' branded merchandise storefront at shop.aptera.us. It is...Colossal Biosciences MCP Server (WordPress MCP Adapter)A Model Context Protocol server endpoint advertised in the colossal.com WordPress REST route index under th...Agno Python FrameworkOpen-source Python framework for building agents with memory, knowledge, and tools. Provides Agent, Team, W...Groundwork Open Source agent APIThe agent API from Groundwork Open Source — 8 operation(s) for agent.DV Neura MCP ServerA live remote Model Context Protocol endpoint that exposes DoubleVerify's media quality, verification and p...Prox MCP ConnectorHosted MCP server that lets AI assistants query a manufacturer's Prox workspace (products, knowledge trees,...Aera Technology MCP ServerAn authenticated Model Context Protocol (MCP) endpoint served from Aera Technology's own corporate WordPres...APEX-Agents LeaderboardPublic leaderboard for AI agent performance run by Mercor's research team.Terminal-BenchPublic benchmark / task-submission framework published by Mercor (terminal-bench-3 on GitHub) for evaluatin...Nx Agents (Distributed Task Execution)Nx Agents distribute task execution across managed CI machines with automatic load-balancing, flaky-task re...Nx MCP ServerThe Nx MCP server exposes the Nx project graph, task graph, generator catalog, and documentation to MCP-com...Nx Self-Healing CIAI-powered CI agent that watches Nx Cloud pipelines, detects failing tasks, analyzes root causes, proposes ...Casdoor MCP GatewayCasdoor's MCP (Model Context Protocol) gateway and A2A (Agent-to-Agent) protocol surface, designed to broke...Cloutdesk Agent Platform APIThe v1 REST API behind Cloutdesk's Agent Platform — the programmatic surface agencies, brands, and talent r...Strider MCPStrider's hosted Model Context Protocol server, published at app.striderintel.com/app-api/mcp. It advertise...Zoho Desk Agents APIThe Agents API from Zoho Desk — 2 operation(s) for agents.Allego MCP API ServerFirst-party hosted Model Context Protocol server shipped with Allego 9 that exposes Allego deal intelligenc...Enveda MCP Server (WordPress MCP Adapter)A Model Context Protocol server endpoint advertised in the enveda.com WordPress REST route index under the ...Copper MCP ServerAn undocumented Model Context Protocol server operated by Copper at mcp.getcopper.com. The host publishes R...Cloud9 MCP ServerA remote Model Context Protocol server published on cloud9.gg and advertised through RFC 8414 OAuth authori...Sierra Agent OSSierra Agent OS is the enterprise platform for building, deploying, and operating customer-facing AI agents...Phantom MCP ServerModel Context Protocol server (@phantom/mcp-server) that exposes 27 tools to AI agents across wallet operat...VoiceOps MCP ServerLive first-party remote Model Context Protocol server operated by VoiceOps. JSON-RPC 2.0 over HTTP (streama...LIVEKINDLY MCP Server (WordPress MCP Adapter)A Model Context Protocol server advertised in the thelivekindlyco.com WordPress REST route index under the ...Colossal MCP Server (WordPress MCP Adapter)A Model Context Protocol server endpoint advertised in the colossal.com WordPress REST route index under th...JobGet Site MCP ServerA Model Context Protocol endpoint served from JobGet's own blog host at https://blog.jobget.com/_api/mcp an...Apache SkyWalking gRPC Data Collect ProtocolThe SkyWalking data collection protocol defines gRPC service definitions for telemetry data ingestion from ...Persado MCP GatewayA production remote Model Context Protocol server operated by Persado at https://api.persado.com/mcp. Disco...Cardless Docs MCP ServerA remote Model Context Protocol server published by Cardless at docs.cardless.com/mcp (Mintlify-hosted). It...Opendoor for AgentsOpendoor for Agents is the partner program that lets licensed real-estate agents submit clients to Opendoor...Tripo MCP ServerOfficial Model Context Protocol server that exposes Tripo generation tasks as MCP tools, allowing MCP-aware...Code Bio Site MCP ServerThe Model Context Protocol server that Code Biotherapeutics' corporate website exposes at https://www.codeb...Amazon Application Discovery Service Agents APIOperations for managing discovery agents and collectorsMaxim AI APIThe Maxim REST API provides programmatic access to prompts, workflows, agents, datasets, evaluators, test r...myBots Tenant APIThe bearer-gated REST API the Mia AI application calls to operate a tenant's agents, subscription and chann...Wyndham Business WordPress MCP Server (OAuth-gated)A WordPress MCP adapter is registered on www.wyndhambusiness.com in the `mcp` namespace alongside wp-abilit...Ubras Storefront Agent Commerce (UCP + MCP)Agent-facing commerce surface of the ubras.com Shopify storefront: a live storefront MCP endpoint (catalog ...VEIR Markdown Content EndpointThe single HTTP endpoint VEIR declares in its own RFC 9727 API catalog. It returns veir.com page content as...AgentKitToolkit and APIs for distinguishing human-backed agents from anonymous bots and scripts by binding agent ac...Spotwise Remote MCPThe product Model Context Protocol server for Spotwise aOS — the surface an agent connects to in order to r...Cardiosense MCP ServerA live Model Context Protocol endpoint served from the Cardiosense corporate host. It is a WordPress MCP Ad...Uppercase Storefront Agent Commerce (UCP/MCP)Agent-driven shopping surface on the uppercase storefront implementing the Universal Commerce Protocol over...Kitopi Site MCPThe Model Context Protocol endpoint that Kitopi's Wix-hosted website exposes for agentic AI access. It is a...Decagon AI Agents StudioDecagon AI Agents Studio is the enterprise platform for authoring, deploying, testing, and operating AI age...RE/MAX Europe Datahub APIThe RE/MAX Europe Datahub API is the franchise-operations API behind the RE/MAX EU Datahub application. 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Pr...Findem Embedded AI (AI Job Board, Sourcing Copilot, Agents, MCP)Embedded AI building blocks - including the AI Job Board, Sourcing Copilot, Labeling Engine, agents, and an...Dragonfly Therapeutics Site MCPModel Context Protocol endpoint served from the Dragonfly Therapeutics website host. This is a platform-pro...Weav.ai Decisioning Platform APIREST API for the Weav.ai Decisioning Platform, exposing document, folder, form, agent, workflow, action, an...Huginn PlatformThe Huginn platform is a self-hosted Ruby on Rails application that orchestrates agents, scenarios, and eve...Huginn Web Requests APIEach Huginn instance exposes a Web Requests endpoint that lets external systems POST or GET events into a c...Cline CLIHeadless terminal version of the Cline agent.Cline JetBrains PluginEarly-access JetBrains plugin offering the same agent surfaces.Cline VS Code ExtensionOpen-source autonomous coding agent for VS Code. Reads/writes files, runs commands, browses the web, calls ...CoolerX Website MCP ServerA live, OAuth-protected Model Context Protocol endpoint served by CoolerX from its own apex host and discov...LIFT Aircraft Site MCPThe public Model Context Protocol endpoint served by LIFT Aircraft's Wix-hosted site. Exposes nine tools th...SellerX MCP ServerA live, remotely hosted Model Context Protocol server operated by SellerX at mcp.sellerx.com. The endpoint ...Check MCP ServerThe Check MCP Server exposes the Check Payroll API to AI tools and agents via the Model Context Protocol. I...Martini MCP ConnectorHosted, OAuth-secured Model Context Protocol server that lets supported AI assistants work inside Martini p...Adept ACT ResearchResearch outputs and demos for Adept's ACT-1 and ACT-2 action transformers - foundation models that take ac...Field Medical Site MCPAn anonymous, read-oriented Model Context Protocol endpoint served from Field Medical's own corporate domai...Botrista Site MCPThe Model Context Protocol endpoint served on Botrista's Wix-hosted content site (botrista.info). It is a p...Codeium / Windsurf PluginsIDE plugins (VS Code, JetBrains, Vim, Emacs, Visual Studio, Sublime Text, etc.) surfacing autocomplete, cha...Cooler Heads Site MCPAnonymous Model Context Protocol endpoint served from the Cooler Heads web host. It is the Wix Site MCP sur...Refact Agent Engine APILocal HTTP/LSP API exposed by the Rust `refact-lsp` engine that runs inside the user's IDE or as a standalo...Refact MCP IntegrationRefact Agent acts as an MCP (Model Context Protocol) client, attaching local or remote MCP servers (`npx`, ...
Minimal 4 Almost no public developer surface
OpenLLMetry Framework and Agent InstrumentationsInstrumentations for higher-level LLM frameworks and agent runtimes — LangChain, LlamaIndex, Haystack, Crew...Cockpit AI APIThe API host behind the Cockpit AI (formerly Kalendar AI) product. The root of https://api.oncockpit.ai ret...Memco APIMemco enables AI agents to share knowledge across a platform while maintaining security and privacy control...Calviri Site MCPAn anonymous Model Context Protocol endpoint served from Calviri's own host at https://www.calviri.com/_api...
Score breakdown
Frequency
84.8
log-scaled weighted occurrences
Breadth
20.5
spread across providers
Quality lift
49.4
mean composite of providers using it
Cohesion
27.6
strength of nearest seed neighbor
Related tags
MCP 386 co-occurrences
Artificial Intelligence 407 co-occurrences
LLM 78 co-occurrences
User 135 co-occurrences
Webhook 129 co-occurrences
Automation 78 co-occurrences
Analytics 114 co-occurrences
Developer Tools 83 co-occurrences
Where this tag comes from
Provider tag373
Api tag572
Openapi tag152
Openapi op tag811
Cohort brief
Auto-generatedThe 749 providers in the APIs.io catalog tagged Agents, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
749
all scored
Mean Kin Score
40.7
+20.0 vs catalog 20.7
Mean Agent Readiness
27.6
+17.9 vs catalog 9.7
Spread
3–92.3
median 41 · σ 17.3
How the 749 split by band
Exemplar 46Strong 140Developing 210Thin 185Emerging 139Minimal 29
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Developer Ergonomics | 43.6 | 17.9 | +25.7 | 749 |
| Contract Quality | 38.5 | 17.5 | +21 | 749 |
| Access Clarity | 42.4 | 22.3 | +20.1 | 749 |
| Operational Transparency | 28.3 | 11.3 | +17 | 749 |
| Discoverability | 76 | 60.4 | +15.6 | 749 |
| Contract Governance | 16.5 | 6.4 | +10.1 | 749 |
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) | 63% | 16% | +47 |
| MCP server (first-party) | 51% | 7% | +44 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 36% | 9% | +27 |
| Security | 99% | 88% | +11 |
| Arazzo workflows | 5% | 2% | +3 |
| Governance rules | 21% | 13% | +8 |
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 Xquik 92.3
- 2 Customer.io 87.3
- 3 Kit 85.6
- 4 Salesforce 83.3
- 5 ZoomInfo 80.8
- 6 OneSignal 78.3
- 7 Treasure Data 76.7
- 8 MoEngage 75.8
- 9 Squarespace 75.8
- 10 Ada 75.7
Top by Agent Readiness
- 1 Xquik 82.9
- 2 Primitive 75.2
- 3 DoiT 74.4
- 4 Boom Ai 71.9
- 5 Natural AI 67.6
- 6 Lightfield 65.6
- 7 lemlist 63.9
- 8 S&P Global 63.7
- 9 Duvo Ai 63.1
- 10 Adobe Workfront 62.9
All 749 members of this roster resolve to a scored provider in
the catalog.Generated from the catalog build of
25 August 2026, across 26891
providers, using the same computation served by the
APIs.io cohort API. Briefs are published for rosters of
5 or more scored providers; below that a distribution is not meaningful.
Work with this as data
Every tag here is available over the APIs.io API and to AI agents over MCP.
MCP server
One button, every client — Claude, Cursor, VS Code and the rest.
https://apis.io/mcp
Tools for tags
7 MCP tools reach this
find_tagsBrowse and filter every tag in the catalog.get_cohortThis tag as a scored cohort — every provider carrying it, with scores.cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.resolveTurn a domain, URL or GitHub org into the provider it belongs to.find_cohortsEvery scored population of providers in the catalog.
Call it yourself
curl for this page
This tag
curl "https://apis.io/api/v1/tags/agents"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/agents"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/agents/stats" \
-H "X-API-Key: $APIS_IO_KEY"Discovery needs no key. Ratings and market analysis are Pro.