Agents
Workflows using this tag
Buildkite Stop Disconnected Agent · Buildkite
Buildkite Build Failure Triage · Buildkite
Buildkite Rebuild Latest Build · Buildkite
Buildkite Cancel Running Build · Buildkite
Buildkite Retry Failed Job · Buildkite
Buildkite Collect Build Artifacts · Buildkite
Buildkite Trigger And Poll Build · Buildkite
Buildkite Fetch Job Log · Buildkite
Business capabilities this tag reaches
Information & Data Management 11
Customer Service Management 9
Software Release & Deployment Management 3
Cybersecurity Management 3
Real Estate Brokerage Management 1
Insurance Distribution Management 1
Variants seen in the corpus:
AgentAgents
Providers using this tag (493)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 42 Complete, well-documented, and agent-ready
EventwrenHagglebeeYarnhenYawpletAgoragenticOutreachBoom AiThe ColonyParallelDelxSCVD General StoreBigPandaOctenLightfieldn8nanecdotesAPI EvangelistBuildkiteSMKlogAnthropicAppwriteElevenLabsKitVeevaHive CivilizationDifyCarsXEQlik SenseBitlyImpactLoopsTextQLInstacartCognyXGitHub CopilotGitDealFlowHyperDXClixTranscriptFetchCrawl4AIFacebook Business Manager
Strong 69 Solid coverage with minor gaps
Google DialogflowNatural AIThoughtSpotFlintAgent ReadyaicomglobalLanding.aiTaleHexFundamental Research LabsNooksScorecardWhisper SecurityBrainfishCursorDedalus LabsJasperArcade.devMERCURYEdgeeH CompanyLatitudeFixieEndgameLVL LTD COAgentuityMonidAkiaANP2Airweave2sKore.aiChili PiperBufferSeamless.AINorthbeamPloidPostizBriaVendiaApollo.ioKonbiniAPISeekrCometSalesloftPerplexityByKaranteliLiltNavatticFundzWorkOSNextRollClariSambaNova SystemsConvivaPostalFormCortiRead AILeadpagesPlinth US Grants DataDuvo AiOK CapsuleOpkeyPerfect CorpAmunCoreMixmaxSerperInsiderTako
Developing 133 Usable, with meaningful gaps to close
Hive Agent IQHORIZON SHIELDGreen HelixPrime IntellectSail ResearchSupermemoryExaSitefireAAA AICanFlyBloomXGuardYutoriLettaTanaSSSNACKTypefaceMacaroon NetworkStacks AiTrustBoost PII SanitizerAquantCoin RailzDecision AnchorPictomancer.aiAgent ExchangeMasonRunautomatSeltzZespanAgent Health MonitorPydanticAIHergert SynthoraLinqAlphaDokkiFastino LabsVoomaanchor-x402LightDynamiqSymphonyOSLandbaseFieldguide01MindMUJ428WunderCorpAgent ZeroBerrerJinbaOsmosisGlobantMachine RealmsLangChainSahara AIPoolPartySubstructureLangflowTerminal UseTofuKeyframe LabsCausa PrimaAGENTUMSuperscaleSanaRaindropMove Home Organisation CICOpusLI.FIGoogle GeminiGraphySUPER STUDIOezoicAdaptive Automation TechnologiesLinktreeSpekitAntimetalReevoChainAware.aiWe > UltrarichWunderGraphMadKuduMicrosoft CopilotTetherAmperityGloriaLokkiMonacoLuther SystemsListen LabsSandboxAQAmazon BedrockUniphoreBirdRevnuAvalixVectaraGovlyMeetsMorePolycodeRAGFlowWagerXChronicleMistral AIPoppCharitySensePermutiveGeoloodsFixtureSimetrikRasaThe OrgDialectNexadAleph AlphaPrivateDAO1upResultAdMakeAIWaniwaniKlutchLightsprintRokidChalkMemPryonWhisperrCarettaRecipe APIScreaming FrogRapidfolioSubstackMontyCloudAI21 LabsMutiny HQ
Thin 119 Limited public surface area
BMC XIVThe Culture CommonsAgentQLPlandexComposablGONNAAnvilogicDriverRetell AICoralLimrunOpenHandsKG-NINJAMastraDirect HireDEUSPROOFFlowiseUnissonJulepOpenMindJudgment LabsAIScanMerchant-0QoreviaWindsurfPolyaiRangerWisdom AIACI.devLangbaseVapiKoah LabsHeelerBlaxelAdapterInkeepwhitecloverBland AIArtem / A2A SandboxAuditoria.AIBoosted.aiCovalAgentioLangGraphIntentGuardMemori LabsPackdigitalHaneruToGolemopenclaw / evm-labTabTabTabKaxo TechnologiesPipecatSpotwiseVoiceOpsMaven AGISight MachinePublerChilledSitesLocalAITetraSciencenexos.aiAppliedAI (AAICO)LinearTdaycomScratchpadThe Interaction Company Of CaliforniaExponentialCape Partners21stWriterArc Prize FoundationHealthExKumo.AIMilanaVanaVoidpetPatlyticsAnlora4ParadigmDatabookio.netKotzillaLlamaindexWRONG BEAUTY 000 / THE SWARMKlueOndemandMacroscopeAlienCausaLensArphieChado StudioLeagueUrbitSesame LabsRainFocusSuperhumanLinusBioUnifiedSuperlistGigacatalystKorsoReflexivityHello ThermaNxDavid ProteinNectar SocialPlai LabsMeetAndy AISolve IntelligenceDeepIPSymbolicaAera TechnologyInstaworkXMTPCloutJamNous ResearchProxeSentire
Emerging 94 Early or largely undocumented
sapjilcodingEmaSanaFactoryScalpStreamMirielKuvertoRembrGleanSkillsyncThe PromenadePaperUshurdigiantnzGleeful AIThousandBirdsNotablePangoMaxim AIOtticScaled CognitionOpendoorFiberplaneJake GaylorAgent BenchTropeTresataSierraMaximaHyperWriteGimlet LabsSynthetic SciencesFlowscopeCometClineSazabiTownWilliamRegression GamesAgentifAIWiselayerDecagonOPC / 彼岸花开LatoPlural AiVocca AiRay BrowserGoomp Inc, Kalendar AIgraph8KOA LabsWib&Wob (symbients)FibeNotyfiGenie AIVerto EducationTlonPersadoAfterQueryStackletKlarityContinuaTelekinesis.aiBoltMCPDuckbillGensynGlobalDataElderly Care MatchBluefish AIValidMartiniJigsoOSSIOThread AIMoney You're OwedOmneaChatGPT AtlasAccordance AiGetalephKakao EntertainmentR.E. Merrill & AssociatesOslyBolt.newAmbarellaStaircaseIntersectionActive MembranesCommand ZeroPrimarySparkleWorktrace AIBelvedirDia (The Browser Company)AdeptParloa
Minimal 36 Almost no public developer surface
AitomaticHuginnAgentic Data IntelligenceProductNowAPIDNACareforceSideCopperlaneGenerally IntelligentCoruZalosSentientVannevar LabsTorusMemcoDuxImbueMicroParrotOrby AIBurtSemantic KernelSNMPHippo InsuranceInstructHarkTreasuryLightberryPoeticHeyclickyIncite InteractiveCofiaMassive DynamicMiru LabsSpindle TechnologiesTalking Computers
APIs with this tag (850)
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 118 Complete, well-documented, and agent-ready
Harness Agents APIThe Agents API from Harness — 20 operation(s) for agents.Anthropic Agents APIReusable, versioned agent configurationsAnthropic Skills APICreate and manage custom Agent Skills. Skills are filesystem-based directories of instructions, scripts, an...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...Ada MCP ServerModel Context Protocol server exposing Ada's management surface to AI assistants — metrics, conversation tr...Eventwren Accounts APICreate an account for an AI agent on Eventwren and manage it: one prepaid balance that also works on Yawple...OpenAI Agents APIThe Agents API from OpenAI — 21 operation(s) for agents.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.Hagglebee Accounts APICreate an account for an AI agent on Hagglebee and manage it: one prepaid balance that also works on Yawple...Yarnhen Accounts APICreate an account for an AI agent on Yarnhen and manage it: one prepaid balance that also works on Yawplet,...Yawplet Accounts APICreate an account for an AI agent on Yawplet and manage it: one prepaid balance that also works on Yawplet,...Customer.io MCPCustomer.io's first-party hosted Model Context Protocol server. It exposes the full Journeys App API and CD...Acronis Agents APIAcronis protection agent managementCData Connect AI MCP ServerA hosted, remote Model Context Protocol server that exposes every data source connected to a CData Connect ...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.Algolia Agent Studio APIAlgolia's agent-building runtime: agents, conversations, tools, memory, guardrails and per-turn context, ex...Algolia Productivity MCP ServerAlgolia-managed remote MCP server giving an agent user-scoped, read-only access to search, index listing an...Optimizely Remote MCP Server — ExperimentationOptimizely's hosted remote Model Context Protocol server for Web and Feature Experimentation, on the Opal M...Cortex Agents APIThe Snowflake Cortex Agents API is a REST API that you can use to create, manage, and interact with Cortex ...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...Agoragentic Agents APIThe Agents API from Agoragentic — 4 operation(s) for agents.Datadog MCP ServerDatadog's first-party remote Model Context Protocol server. OAuth 2.1 with PKCE and dynamic client registra...elevenlabs Agents APIEndpoints for creating, managing, and configuring conversational AI agents with voice capabilities.Outreach MCP ServerRemote Model Context Protocol server exposing Outreach as 41 agent tools (27 read, 11 write, 3 schema intro...Snyk MCP Server (Snyk Studio)Snyk's first-party Model Context Protocol server, shipped inside the Snyk CLI and run locally over stdio (`...Amigo Agents APIThe Agents API from Amigo — 4 operation(s) for agents.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...Adobe MCP ServersAdobe ships Model Context Protocol servers on three surfaces: a remote Marketo Engage server exposing 100+ ...Paubox MCP ServerHosted Model Context Protocol server exposing 30 Paubox tools across email, forms and email marketing to MC...Relevance AI Agents APIThe Agents API from Relevance AI — 7 operation(s) for agents.Microsoft Azure Agents APIThe Agents API from Microsoft Azure — 2 operation(s) for agents.Veeva Vault MCPVeeva ships two first-party Model Context Protocol servers. The Vault Documentation MCP at https://docs.vee...OutSystems Remote MCP ServerOfficial OutSystems remote Model Context Protocol server (early alpha), exposed per tenant over streamable ...Azure DevOps Distributed Task APIAPI for managing the pipeline agent infrastructure including agent pools, queues, agents, environments, dep...Treasure Data Agent APIThe Agent API from Treasure Data — 2 operation(s) for agent.Treasure Data MCP ServersTwo Model Context Protocol servers — the official @treasuredata/mcp-server (23 tools, local stdio, public p...Canonical Agents APIThe Agents API from Canonical — 6 operation(s) for agents.The Colony Agents APIThe agents API from The Colony — 15 operation(s) for agents.Hive Civilization A2A AgentAgent-to-agent surface: A2A agent cards on the apex (protocolVersion 0.3.0, six HiveAttest/HiveWallet/HiveG...Hive MCP Gateway and RegistryProvider-operated remote MCP gateway on Render (named as the MCP transport by receipts.thehiveryiq.com/.wel...Hive Passport Trust Rail (HKTN)The trust rail on passport.thehiveryiq.com: HKTN (Hive Known Traveler Number) registry for persistent agent...OneSignal MCP ServerOneSignal's hosted Model Context Protocol server at https://api.onesignal.com/mcp/oauth, connected over bro...cloro MCP serverHosted Model Context Protocol server (Streamable HTTP) wrapping the sync monitor endpoints of api.cloro.dev...KnoxCall Agents APIManage BYO server agents (self-hosted data-plane / tunnel agents).lemlist MCP Serverlemlist's hosted remote Model Context Protocol server. An MCP client POSTs to https://app.lemlist.com/mcp a...Delx Agent Operations Protocol (A2A)JSON-RPC A2A endpoint at https://api.delx.ai/v1/a2a exposing methods/list, agents/register, message/send, h...Delx Agents APIThe agents API from Delx — 2 operation(s) for agents.Delx Protocol MCP ServerRemote MCP server (Streamable HTTP, protocol version 2025-06-18) at https://api.delx.ai/mcp with a compatib...CarsXE MCP ServerRemote Model Context Protocol server exposing the CarsXE vehicle-data endpoints as 12 named agent tools ove...PipesHub Agents APICustom AI agents with specialized capabilities and tool integrations6sense MCP ServerHosted remote Model Context Protocol server at https://api.6sense.com/mcp (beta). Read-only retrieval of Re...0xArchive Hosted MCPRead-only market-data discovery and retrieval for MCP clients. Hosted MCP uses client-managed OAuth and req...Octen MCP ServerHosted Model Context Protocol server exposing Octen broad_search, search, image_search, video_search and ex...8x8 Agents APIThis API retrieves realtime metrics related to agents for a given queue or group.AxonFlow Agents APIAgent configuration management (MAP 0.8). **Enterprise only** — the `/api/v1/agents` route family is regist...Lusha MCP ServerFirst-party hosted Model Context Protocol server exposing 22 Lusha tools over streamable HTTP. Authenticate...Meltwater MCPMeltwater MCP is a single remote Model Context Protocol server that exposes a customer's Meltwater assets (...Zendesk Chat Agents APIThe Zendesk Chat Agents API lets you get or set agent information for your Zendesk Chat instance. If you cr...Qlik MCP ServerQlik's first-party remote Model Context Protocol server, generally available since 2026-02-10 and included ...Dynamics 365 Sales MCP ServerMicrosoft's hosted Model Context Protocol server for Dynamics 365 Sales. Exposes 20 sales tools to any MCP-...Bitly MCP ServerBitly's official remote Model Context Protocol server, exposing 25 tools for link creation, QR Codes, analy...Adobe Workfront MCP ServerAdobe's hosted Model Context Protocol server for Workfront, generally available since June 2026. It exposes...Atlassian Rovo MCP Server (Confluence tools)Atlassian's official remote Model Context Protocol server. The Confluence permission groups (read_confluenc...Impact MCP ServerRemote Model Context Protocol server for impact.com. Fifteen documented tools give an AI assistant account-...Salesforce Hosted MCP ServersGenerally available remote Model Context Protocol servers that expose the Salesforce sObject layer to AI ag...Scalar Agent and MCPAI layer that lets developers chat with an API inside the docs and exposes hosted MCP (Model Context Protoc...UserGems MCPHosted remote MCP server that lets an agent in Claude, ChatGPT or any MCP-compatible client work against th...Ana MCP ServerTextQL's hosted, remote Model Context Protocol server. Any MCP-compatible client — Claude, Claude Code, Cur...Authentik Agents APIAgent accounts — service accounts that act on behalf of a parent user when calling the authentik API, with ...FeedOracle Technologies Agents APIAI Agent feeds (Key required)Leadspace MCPHosted remote MCP server exposing the Leadspace GTM Data Intelligence Cloud to AI assistants as a custom co...Loops MCP ServerRemote Model Context Protocol server for Loops, reachable at https://mcp.loops.so over Streamable HTTP with...Instacart Developer Platform MCP ServerInstacart's first-party remote Model Context Protocol server. Production endpoint https://mcp.instacart.com...Wistia MCP ServerWistia's first-party hosted Model Context Protocol server, exposing 125 tools across the media, folders, ch...Dynamic Feed Agent APIThe agent API from Dynamic Feed — 53 operation(s) for agent.Tembo Agents APIThe Agents API from Tembo — 13 operation(s) for agents.akta.pro MCP ServerRemote Streamable-HTTP MCP server (https://mcp.akta.pro/mcp) that exposes the akta.pro company-intelligence...DoiT MCP ServerOfficial DoiT Model Context Protocol server. A remote Streamable HTTP endpoint at https://mcp.doit.com/mcp ...G2 MCP ServerG2's first-party remote Model Context Protocol server. It exposes 21 tools covering buyer intent signals, c...MoEngage MCP ServerHosted, OAuth-secured Model Context Protocol server that lets AI assistants build campaign drafts, author c...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...Conga Advantage Platform MCP ServerA hosted, remote Model Context Protocol server on every regional Conga Advantage Platform gateway. It answe...Unbounce MCP ServerOfficial hosted Model Context Protocol server for Unbounce. Exposes 37 tools that create, edit, publish, A/...Lucid MCP ServerLucid's remote Model Context Protocol server. Connects AI clients (ChatGPT, Claude, Microsoft Copilot, Curs...Cisco XDR MCP ServerModel Context Protocol server published by CiscoDevNet exposing 27 Cisco XDR tools across Inspect, Investig...Squarespace MCP ServerSquarespace operates a first-party remote MCP server at https://mcp.squarespace.com/mcp. It answers an unau...GitDealFlow A2A AgentAgent-to-Agent (A2A 0.3.0) JSON-RPC 2.0 endpoint implementing message/send, tasks/get and tasks/cancel over...GitDealFlow Agents APIAgent / MCP discovery surfacesGitDealFlow NLWeb EndpointMicrosoft NLWeb-compatible conversational endpoint: POST a natural-language query and receive schema.org-ty...Palo Alto Networks Agents APIMonitored agent and endpoint inventory management.VC Deal Flow Signal MCP ServerHosted Model Context Protocol server (protocol 2025-06-18, Streamable HTTP) exposing 12 read-only tools, 3 ...HyperDX (ClickStack) MCP ServerFirst-party Model Context Protocol server shipped inside the HyperDX API package, served at /api/mcp on you...Clix A2A AgentAgent2Agent (A2A) protocol surface: a public agent card at https://api.clix.so/.well-known/agent-card.json ...Clix MCP ServerModel Context Protocol surfaces, both documentation-only: the provider's stdio server @clix-so/clix-mcp-ser...Anecdotes MCP ProxyA hosted Model Context Protocol proxy that exposes Anecdotes GRC domains - risk, control, evidence, policy,...Gemini MCP ServerThe official first-party Model Context Protocol server from the gemini/developer-platform monorepo, exposin...Tenable Agents APIThe Agents API from Tenable — 4 operation(s) for agents.iDenfy Documentation MCP ServerA hosted, unauthenticated remote Model Context Protocol server over the whole public documentation site, in...HighLevel Agents APIDocumentation for Agent Studio APIsLastDatabase MCP ServerOAuth-protected remote Model Context Protocol server at https://lastdatabase.com/mcp exposing four scope-ga...API Evangelist MCP ServerModel Context Protocol server over the same network — concierge tools (get_overview, guide_topic) plus find...Profound Agents APIThe Agents API from Profound — 8 operation(s) for agents.Wappalyzer MCP ServerFirst-party hosted Model Context Protocol server at https://mcp.wappalyzer.com/mcp — remote Streamable HTTP...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 179 Solid coverage with minor gaps
Embrace MCP ServerA hosted Model Context Protocol server over Streamable HTTP that exposes an Embrace organization's real-use...imgauth — API di attestazione opere digitali Agent APIThe Agent API from imgauth — API di attestazione opere digitali — 4 operation(s) for agent.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...Splunk Observability Cloud MCP ServerHosted Model Context Protocol server for Splunk Observability Cloud, using the streamable HTTP transport. T...Chili Piper MCP ServerOfficial hosted remote MCP server for Chili Piper, served over streamable HTTP at https://fire.chilipiper.c...Google Dialogflow Agent APIThe agent API from Google Dialogflow — 14 operation(s) for agent.Google Dialogflow Agents APIThe agents API from Google Dialogflow — 7 operation(s) for agents.Grafana MCP Server — Loki toolsGrafana Loki reaches MCP clients through the Grafana Labs MCP servers, which register a Loki tool family (q...ServiceNow Agent Client Collector APIThe ServiceNow Agent Client Collector (ACC) API provides REST endpoints for managing agent client collector...Benchling Agent APIThe Agent API from Benchling — 1 operation(s) for agent.Snapchat Ads MCP ServerSnap's first-party hosted Model Context Protocol server for the Snapchat Ads API. A supported agent connect...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...HumanMirror Agent APIThe Agent API from HumanMirror — 1 operation(s) for agent.Northbeam MCP ServerFirst-party remote Model Context Protocol server giving an agent read-only access to the caller's Northbeam...Ploid MCP ServerPloid's hosted Streamable HTTP MCP server at https://api.ploid.com/mcp, protected by OAuth 2.1 (RFC 9728 pr...Natural AI Agents APIAgent managementSyllable Agents APIOperations related to agent configuration. When a user interacts with the Syllable system, they do so by co...Inflection MCPInflection's first-party remote MCP server — the agent-facing authoring surface for journeys, audiences, se...Visier Query MCP ServerVisier's hosted Model Context Protocol server, exposing Vee (natural-language workforce question answering)...Dust Agents APIAgent configurationsPostiz MCP ServerHosted, remote Model Context Protocol server run as part of the Postiz backend, exposing 11 tools for listi...Bria MCP ServerBria's hosted, remote Model Context Protocol server, exposing image generation and editing to any MCP clien...Taskfolk Agents APIThe Agents API from Taskfolk — 5 operation(s) for agents.WebCrawlerAPI Agent APIThe Agent API from WebCrawlerAPI — 3 operation(s) for agent.Flint MCP ServerFlint's official hosted remote MCP server. Four tools — list_sites, run_background_agent, check_background_...Ahrefs MCP ServerAhrefs' hosted, remote Model Context Protocol server, which lets AI agents query the Ahrefs API on behalf o...Hootsuite Developer Documentation MCPA remote Model Context Protocol endpoint served from Hootsuite's own ReadMe-hosted developer documentation ...Clay MCP ServerClay's hosted remote Model Context Protocol server, letting an MCP client search companies and people, run ...Webex Agents APIThe Agents API from Webex — 7 operation(s) for agents.Airia Agent APIThe Agent API from Airia — 1 operation(s) for agent.Tiger Docs MCP ServerA publicly reachable, anonymous Model Context Protocol server (server name pg-aiguide) serving hybrid seman...Agent Ready A2A AgentAgent2Agent (A2A) surface: a signed agent card served from https://agent-ready.dev/.well-known/agent-card.j...Agent Ready MCP ServerHosted Model Context Protocol server at https://agent-ready.dev/api/v1/mcp (Streamable HTTP, POST only, pro...MolTrust Agents APIThe Agents API from MolTrust — 4 operation(s) for agents.Apollo MCP ServerApollo's hosted Model Context Protocol server. A remote Streamable-HTTP endpoint at https://mcp.apollo.io/m...KonbiniAPI MCP ServerHosted remote MCP server exposing one typed tool for every one of the 67 REST operations, over streamable H...Seekr Agents APIThe Agents API from Seekr — 9 operation(s) for agents.AIMLAPI MCP ServerAI/ML API's first-party remote Model Context Protocol server at https://mcp.aimlapi.com/mcp — Streamable HT...Env0 Agents APIThe Agents API from Env0 — 1 operation(s) for agents.Paid Agents APIThe agents API from Paid — 3 operation(s) for agents.Hustle Agents APIThe Agents API from Hustle — 2 operation(s) for agents.Fenergo Agent APIThe Agent API from Fenergo — 13 operation(s) for agent.Salesloft MCP ServerFirst-party remote Model Context Protocol server exposing fifteen read-only tools over Salesloft accounts, ...Gr4vy Docs MCP ServerHosted, unauthenticated Model Context Protocol server over the Gr4vy documentation: search, read-only docs ...AirOps Agent APIAn endpoint for interacting with Agent apps using chat messages.aicomglobal MCP ServerRemote Model Context Protocol server at https://aicomglobal.com/mcp (stateless Streamable HTTP, POST only —...Roboflow MCP ServerRoboflow's hosted, remote Model Context Protocol server. Exposes 67 tools across agent chat, projects, imag...Gumloop Agents APIThe Agents API from Gumloop — 5 operation(s) for agents.Factset Agents APIAgency DetailsAskNicely MCP Server (Ask NiceAI)AskNicely's remote Model Context Protocol server, exposing Ask NiceAI's tools — NPS summaries, survey respo...Zoho Agent APIThe Agent API from Zoho — 15 operation(s) for agent.Tale Agents APIAgents belonging to one project.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...ReadMe MCP ServerReadMe operates a hosted Model Context Protocol (MCP) server that lets AI tools (Claude, Cursor, IDEs, CI p...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...Axuall Agent APIThe Agent API from Axuall — 6 operation(s) for agent.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...Brand API (Brandfetch) Agents APIThe agents API from Brand API (Brandfetch) — 1 operation(s) for agents.DialNexa Agents APIThe Agents API from DialNexa — 2 operation(s) for agents.Navattic MCP ServerNavattic's hosted, remote Model Context Protocol server — the company's primary machine-readable product su...Bolt MCP ServersBolt exposes two Model Context Protocol surfaces: a hosted documentation MCP server advertised at help.bolt...D&B Risk Analytics MCP ServerDun & Bradstreet's remote Model Context Protocol server for D&B Risk Analytics, exposing KYC/KYB onboarding...AgentMail Agent APIThe agent API from AgentMail — 2 operation(s) for agent.Dotdigital Marketing Developer Hub MCP ServerA remote MCP server that exposes the Dotdigital OpenAPI corpus and the developer-hub documentation to AI co...Nooks MCP ServerNooks operates a hosted, remote Model Context Protocol server at https://mcp.nooks.in/. It is OAuth-protect...Anaconda MCPAnaconda's Model Context Protocol surface for AI coding agents. `anaconda-mcp` is a unified local gateway t...Cube Agents APIThe Agents API from Cube — 7 operation(s) for agents.Epsilon3 MCP ServerHosted, remote Model Context Protocol server exposing Epsilon3 procedures, runs, parts and inventory, and i...FundzWatch APIThe agent-facing Fundz surface, served on the same host under /v1/watch/*: AI-scored leads matched to an IC...GitBook Agents APIThe agents API from GitBook — 3 operation(s) for agents.Beyond Presence Agents APIThe Agents API from Beyond Presence — 2 operation(s) for agents.iwant.fyi Agents APIThe Agents API from iwant.fyi — 2 operation(s) for agents.invinoveritas Agents APIThe agents API from invinoveritas — 1 operation(s) for agents.Zavu Agents APIThe Agents API from Zavu — 4 operation(s) for agents.Mintlify Agent APIProgrammatic documentation editing via AI agent jobs.RingCentral Contact Center APIThe RingCentral Contact Center (RingCX) API provides programmatic access to omnichannel contact-center capa...ThetaData MCP ServerModel Context Protocol server built into Theta Terminal v3, exposing the full v3 API to LLM CLIs (documente...FieldPulse Docs MCP ServerFieldPulse serves an anonymous, publicly reachable Model Context Protocol server from its documentation hos...AdRoll MCP ServerNextRoll's Model Context Protocol server (open beta, launched May 2026), exposing supported AdRoll and AdRo...SLNG Agents APIVoice agent CRUD.SmartLead Documentation MCP ServerSmartLead's remote Model Context Protocol server. tools/list answers anonymously with three documentation t...Fusio Agent APIThe agent API from Fusio — 7 operation(s) for agent.ALTR Agent APIThe Agent API from ALTR — 2 operation(s) for agent.ALTR Agents APIThe Agents API from ALTR — 2 operation(s) for agents.Criteo MCP ServersCriteo operates two remote Model Context Protocol servers. The documentation server at developers.criteo.co...Brainfish Agents APIAI agent operations for answer generation and streamingClari MCP ServerClari's first-party remote Model Context Protocol server. It exposes live Clari + Salesloft revenue context...Cursor Cloud Agents APICreate and manage AI coding agents in the cloud. Beta, available across all plans.Salsify MCP ServerFirst-party remote Model Context Protocol server hosted by Salsify at app.salsify.com/mcp. Streamable HTTP ...brick.blue Agents APIThe agents API from brick.blue — 16 operation(s) for agents.Domain Group Agent Search APIThe Agent Search API from Domain Group — 1 operation(s) for agent search by location (POST /v2/agentsearch/...Domain Group Agents APIThe Agents API from Domain Group — 5 operation(s) for agents.Bluma MCP ServerHosted Model Context Protocol server on the Bluma API host. Discovered via RFC 9728 OAuth Protected Resourc...MERCURY MCP ServerHosted Model Context Protocol server (serverInfo mercury-x402 1.0.0, protocolVersion 2025-06-18, streamable...MERCURY Web Fetch A2A AgentAgent-to-Agent (A2A 0.3.0) surface for "MERCURY Web Fetch", published as a conformant agent card at https:/...Pagesnap Agents APIMCP and A2A protocolsAmazon Ground Station Agent APIThe Agent API from Amazon Ground Station — 3 operation(s) for agent.Amazon Web Services Agent APIThe Agent API from Amazon Web Services — 3 operation(s) for agent.Amazon Web Services Agents APIThe Agents API from Amazon Web Services — 11 operation(s) for agents.Sirenic A2A AgentAgent2Agent JSON-RPC endpoint exposing the 116 paid routes as A2A skills (skill ids are the OpenAPI path te...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 —...IVANS Agents APIThe agents API from IVANS — 2 operation(s) for agents.ParlayAPI Agent APIThe agent API from ParlayAPI — 3 operation(s) for agent.PostalForm A2A AgentAgent2Agent (A2A) surface: an agent card served from https://postalform.com/.well-known/agent-card.json (pr...CloudTalk Agents APIAll data you can get about your agents.Cordial MCP ServerCordial's hosted Model Context Protocol server, which gives any MCP client secure read access to a Cordial ...Sendoso MCP ServerOAuth-protected remote MCP server over the Sendoso platform, at https://app.sendoso.com/mcp. Publishes RFC ...ScienceLogic Agent APIAgents allow a Skylar Compliance appliance to manage devices located on a remote or otherwise disjointed ne...ScienceLogic MCP ServerA FastMCP server published by the ScienceLogic GitHub organization exposing 22 read-only tools across two s...GitDealFlow Agents APIRegister agents and issue API keysH Company Agents APIThe Agents API from H Company — 2 operation(s) for agents.Phonic Agents APIThe agents API from Phonic — 5 operation(s) for agents.Corti Agentic Framework APIBuild and orchestrate healthcare agents over the A2A protocol with prebuilt medical experts and MCP tool in...Fixie Agents APIThe agents API from Fixie — 9 operation(s) for agents.Kixie Agent Status APIA read-only lookup that returns the current presence of a Kixie agent by email address — whether the agent'...Coval Agents APICRUD operations for AI agent configurationsAtomadic Tech Agents APIAgent registration, topology, planning, intent classification, and reputationRead AI MCP ServerFirst-party remote Model Context Protocol server exposing a user's Read AI meeting reports to any MCP clien...Seqera Labs Agents APIThe agents API from Seqera Labs — 4 operation(s) for agents.Sift MCP ServerTwo Model Context Protocol servers. A public, anonymous remote server at https://docs.siftstack.com/mcp exp...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...Bluejay Agents APIThe Agents API from Bluejay — 9 operation(s) for agents.parcelLab MCP ServerHosted Model Context Protocol server exposing the parcelLab order tracking and returns registration workflo...Duvo Ai Agents APICreate and manage agents for automation workloadsGoodlord Agent APIResource 'Agent' operations.Siro Agents APIThe Agents API from Siro — 3 operation(s) for agents.Biconomy Smart Sessions APISmart Sessions is a delegated-execution framework layered on Nexus. A session key is granted a scoped set o...H2O.ai Agents APIThe Agents API from H2O.ai — 30 operation(s) for agents.OK Capsule MCP ServerA production remote MCP server that exposes the OK Capsule platform — catalog, product intelligence, pack b...Speko Agents APIThe Agents API from Speko — 2 operation(s) for agents.Hexagon GeoCloud MCP ServerA remote Model Context Protocol endpoint served from the Hexagon GeoCloud web property and discoverable thr...Blazing Bullet Private Limited Agents APIThe Agents API from Blazing Bullet Private Limited — 1 operation(s) for agents.Lightrun Agents APIAgents API.Modal Sandboxes APISpins up isolated, GPU-capable sandbox containers for running untrusted code (LLM agents, tool use, code-in...Monid x402 Run APIPay-per-run execution surface on x402.monid.ai — POST /v1/run answers HTTP 402 with an accepts[] array of C...temp.md Agents APIThe Agents API from temp.md — 2 operation(s) for agents.Zoom Contact Center APIThe Zoom Contact Center API enables developers to programmatically interface with Contact Center features i...Secureframe MCP ServerFirst-party hosted (remote) Model Context Protocol server exposing the Secureframe compliance platform as 1...Altimate AI AGENTS APIThe AGENTS API from Altimate AI — 3 operation(s) for agents.DeveloperHub MCP ServersTwo first-party remote MCP servers over Streamable HTTP. The reader server runs at the /mcp route of every ...Tigera MCP ServerA remote Model Context Protocol server published on the tigera.io host, advertised through RFC 8414 OAuth a...Bolna Voice AI APIREST API for building and operating conversational voice AI agents — create and manage agents, place outbou...GEOCitation Agents APIThe agents API from GEOCitation — 9 operation(s) for agents.Origin Insights MCP ServerA hosted Model Context Protocol server over Origin Insights streaming market intelligence — availability, d...Origin Studio MCP ServerA hosted Model Context Protocol server over Origin Studio — metadata records, catalog operations and availa...Snapchat Ads MCPSnap's first-party hosted Model Context Protocol server, letting supported agents read the caller's authori...Akia MCP ServerAkia's remote Model Context Protocol server, advertised through RFC 9728 OAuth protected-resource metadata ...Nimbleway Agents APIThe Agents API from Nimbleway — 7 operation(s) for agents.Yardi Virtuoso Connector (MCP)Yardi's first-party Model Context Protocol server, announced in early access on 2025-09-10 and described as...Block Lottos Agents APIThe Agents API from Block Lottos — 4 operation(s) for agents.Trulioo MCP ServerHosted Model Context Protocol server (streamable HTTP) at https://mcp.trulioo.com/mcp exposing typed KYC pe...Cadasto AGENT APIManagement of the [AGENT](https://specifications.openehr.org/releases/RM/latest/demographic.html#_agent_cla...Drip MCP ServerDrip operates a remote Model Context Protocol server at https://api.getdrip.com/mcp, protected by its OAuth...openEHR Assistant MCP ServerCadasto's live, hosted, anonymous Model Context Protocol server for openEHR modelling work: 12 tools (CKM a...ANP2 A2A AgentAgent2Agent (A2A) protocol surface: an agent card at https://anp2.com/.well-known/agent-card.json (protocol...ANP2 Agents APIThe Agents API from ANP2 — 7 operation(s) for agents.ANP2 MCP ServerModel Context Protocol surface in two deployments. Hosted: https://anp2.com/mcp, Streamable HTTP, POST-only...pCloudy MCP ServerThe official pCloudy MCP server, published by pCloudy as the Python package pcloudy-mcp and run over stdio ...Airbridge MCP ServerAirbridge's hosted Model Context Protocol server. Streamable HTTP transport at https://mcp.airbridge.io/mcp...YouCam MCP ServersThree hosted, remote Model Context Protocol servers fronting the YouCam AI API, split by solution category ...First Street MCP ServerHosted, remote Model Context Protocol server exposing the Climate Risk API to agents over Streamable HTTP. ...Coinbase AgentKitCoinbase AgentKit is a toolkit that enables AI agents to interact with blockchain networks through secure w...zeroheight MCPThe zeroheight Model Context Protocol server. Gives AI tools read access to a team's design system document...Barndoor Agents APIManage AI agent registrationsZelto Agents APIVoice and chat bots normalised through Zelto's ingestion pipeline.APIClaw Agents APIThe Agents API from APIClaw — 1 operation(s) for agents.ClawSpan Agent APIIdentity-scoped agent endpointsClawSpan Agents APIRuntime registration + bootstrap into a workspace.2s Agent APIThe agent API from 2s — 1 operation(s) for agent.Insider One MCP ServerFirst-party remote Model Context Protocol server exposing 35 tools across Email, SMS, WhatsApp, Web Push, M...Kore.ai Arch MCP ServerA stdio Model Context Protocol server, @koreai/arch-mcp-tools, that exposes the Kore.ai Agent Platform cont...ShipMonk 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.
Developing 229 Usable, with meaningful gaps to close
Huntress Agents APIOperations about AgentsPlex MCP ServerA first-party remote Model Context Protocol server operated by Plex at https://plex.tv/internal/mcp. It adv...AgentsPodium Agents APICreate, configure, and operate a pod.Armis Developer Portal MCP ServerRemote MCP server hosted on the Armis developer portal exposing endpoint discovery, endpoint detail, search...Atmospore MCP ServerHosted Model Context Protocol server exposing the Atmospore pollen forecast capability as four agent tools ...Langdock Agent APIThe Agent API from Langdock — 2 operation(s) for agent.Gladly Agents APIAn **Agent** represents the user profile of a person who helps customers in Gladly. The API allows you to l...Runloop Agents APIThe agents API from Runloop — 5 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...Adverity MCP ServerThe Adverity MCP server is a hosted, remote Model Context Protocol endpoint that connects an AI assistant t...Onecli Agents APIManage agents and their access tokens, secrets, and configuration.Druva MCP ServerDruva's first-party hosted Model Context Protocol server. MCP-compatible AI clients connect to a single glo...Exa Agent APIThe Agent API from Exa — 4 operation(s) for agent.Gemini Interactions APIUnified interface for interacting with Gemini models and agents providing a consistent way to manage multi-...JetBrains Agents APIBuild agent managementLukka MCP ServersSeven first-party hosted Model Context Protocol servers exposing 69 read-only tools over Lukka pricing, ref...Hourtick Agents APIAI agents are workspace members with their own token. Mention one in chat, DM it, or hand it a task, and a ...Monetate Website MCP ServerHosted Model Context Protocol server published on the monetate.com marketing site, advertised through RFC 8...Aeternity MCP ServerA remote Model Context Protocol endpoint published on aeternity.com and advertised through RFC 9728 protect...ecforce AI Agent APIThe internal HTTP API behind ecforce AI, called from the first-party @super_studio/ecforce-ai-agent-server ...ecforce AI MCPA remote, OAuth-protected Model Context Protocol server launched 2026-08-04 that lets external AI tools (Cl...Graphy Agents APIThe Agents API from Graphy — 7 operation(s) for agents.Pabbly Connect MCP ServerBeta hosted MCP server that exposes a Pabbly Connect user's own workflow action steps as agent tools. Tools...AAA AI Agents APIThe Agents API from AAA AI — 3 operation(s) for agents.Bigeye MCP GatewayThe Bigeye MCP Gateway is a hosted Model Context Protocol server at https://mcpgateway.bigeye.com/mcp that ...Everbridge Agent APISettings and shared operations for all iPaaS integrationsVaultfire Protocol Agent APIAgent identity and trust profilesParcha Agent APIThe Agent API from Parcha — 2 operation(s) for agent.Adaptive MCP ServerAdaptive ships a built-in Model Context Protocol server that lets AI agents — Claude, Cursor, VS Code and o...CrawlGraph MCP ServerHosted remote Model Context Protocol server at https://crawlgraph.com/mcp over Streamable HTTP, plus an ope...Linktree MCPOAuth 2.0-protected Model Context Protocol server, speaking streamable-http, that lets agents manage Linktr...CanFly Agents APIRegistration and cardsCanFly.ai MCP ServerRemote Model Context Protocol server at https://canfly.ai/mcp (Streamable HTTP, protocol version 2025-03-26...Antimetal MCP ServerRemote Model Context Protocol server exposing Antimetal's investigation, root-cause analysis and remediatio...Avaya Agents APIMonitor and manage agent status and activityReevo MCP ServerReevo's remote Model Context Protocol server. An MCP client POSTs to https://mcp.reevo.ai/mcp over MCP stre...AdRoll MCP ServerRemote Model Context Protocol server that exposes AdRoll and AdRoll ABM data and supported workflows to MCP...accessFlow MCP ServerThe accessFlow Model Context Protocol server connects AI clients such as GitHub Copilot and Cursor directly...ChainAware A2A Agent and x402 APIAgent-facing surface on api.chainaware.ai: an A2A 0.3.0 agent card at /.well-known/agent-card.json (also at...ChainAware Behavioural Prediction MCP ServerHosted Model Context Protocol server over Server-Sent Events at https://prediction.mcp.chainaware.ai/sse (h...MTN Group Agents APIThe agents API from MTN Group — 4 operation(s) for agents.30MHz Agent APIThe agent API from 30MHz — 2 operation(s) for agent.AutoFi MCP ServerLive, OAuth-protected Model Context Protocol server served from the WordPress installation behind autofi.co...Fullpath MCP ToolsA first-party Model Context Protocol tool manifest published by Fullpath for AI assistants. Thirteen tools ...Silverflow Agents APIAgentMesh Agents APIThe Agents API from AgentMesh — 7 operation(s) for agents.Assembled People APIManage agents (people) in the Assembled workforce. List, retrieve, create, and update agents along with the...Cobot MCP ServerA hosted, remote Model Context Protocol server operated by Cobot at api.cobot.me/mcp. It is live and OAuth ...Helicone Agent APIThe Agent API from Helicone — 8 operation(s) for agent.Letta Agents APICreate, list, modify, export, and delete stateful agents with memory and tools.We > Ultrarich MCP ServerHosted, no-auth Model Context Protocol server (Streamable HTTP) exposing the same five wealth computations ...HackNotice MCP ServerRemote Model Context Protocol server operated by HackNotice, speaking JSON-RPC 2.0 over Streamable HTTP at ...POLICYANDPLAY LTD Agents APIAgent registration and API key issuanceWizeHire Agent APIThe agent API from WizeHire — 1 operation(s) for agent.Nextworld MCP ServerRemote Model Context Protocol server operated by Nextworld at apps.nextworld.net/ai/mcp. An MCP client conn...Delta Exchange MCP ServerOfficial Delta Exchange MCP server (Python, published on PyPI as delta-exchange-mcp and run locally with uv...SSSNACK A2A AgentAgent2Agent protocol surface: an A2A 1.0 agent card served with media type application/a2a+json at https://...SSSNACK MCP ServerRemote Model Context Protocol server at https://sssnack.com/api/mcp — stateless Streamable HTTP, protocol v...Browserbase Agents APIThe Agents API from Browserbase — 7 operation(s) for agents.Fullcast MCP ServerFullcast's remote Model Context Protocol server, exposing go-to-market planning, territory and team hierarc...Microsoft Copilot Studio APIAPIs for building, publishing, and integrating custom agents and copilots using Microsoft Copilot Studio, i...Tradier MCP ServerTradier's official hosted MCP server (launched July 2026) connects AI assistants like ChatGPT, Claude, Gemi...ViewsMeet Agent APIThe Agent API from ViewsMeet — 2 operation(s) for agent.ViewsMeet Agents APIThe Agents API from ViewsMeet — 4 operation(s) for agents.BrightEdge MCP ServerBrightEdge's hosted, remote Model Context Protocol server. An MCP client POSTs to https://mcp2.brightedge.c...Kann KI das? Sponsoring Agent Agent APIThe Agent API from Kann KI das? Sponsoring Agent — 3 operation(s) for agent.Macaroon Network A2A AgentAn Agent2Agent 0.3.0 endpoint at https://api.macaroonnetwork.com/a2a (JSON-RPC; message/send, tasks/get and...WoowUp MCP ServerHosted, remote Model Context Protocol server operated by WoowUp at mcp.woowup.com. Streamable-HTTP transpor...Authenticx Agent APIThe Agent API from Authenticx — 3 operation(s) for agent.APIContext Agents APIList and configure the monitoring agents — the global cloud locations, and private nodes deployed inside a ...Amperity MCP ServerAmperity's official hosted remote Model Context Protocol server. A single public endpoint at https://mcp.am...Coin Railz MCP ServerRemote MCP server on the primary domain: POST https://coinrailz.com/mcp (JSON-RPC 2.0). tools/list is open ...Gloria MCP ServerHosted, remote MCP server (Streamable HTTP at https://mcp.itsgloria.ai/mcp, serverInfo "Gloria AI" 1.26.0, ...Gloria X402 APIPay-per-request access to Gloria news over the x402 protocol with no account or API key: GET /news ($0.03),...Mem0 Agents APIThe agents API from Mem0 — 1 operation(s) for agents.Decision Anchor Agent APIAgent: registration, authentication, and disclosure managementBeam AI Agents APIThe Agents API from Beam AI — 2 operation(s) for agents.Fini Agents APIThe Agents API from Fini — 1 operation(s) for agents.Pictomancer.ai A2A AgentAgent-to-Agent endpoint at https://api.pictomancer.ai/a2a (JSON-RPC) described by a published agent card — ...Pictomancer.ai MCP ServerOfficial hosted Model Context Protocol server at https://api.pictomancer.ai/mcp (Streamable HTTP, protocol ...Agent Exchange Agents APIThe agents API from Agent Exchange — 1 operation(s) for agents.AgentSearch A2A AgentAgent2Agent surface for AgentSearch — an agent card at https://agentsearch.luthersystems.com/.well-known/ag...AgentSearch MCP ServerModel Context Protocol surface for AgentSearch in two deployments. Hosted: POST https://agentsearch.luthers...Luther Systems Agent APIThe Agent API from Luther Systems — 1 operation(s) for agent.Picus Security Agents APIThe Agents API from Picus Security — 6 operation(s) for agents.iCallAgent Public API Agents APIThe agents API from iCallAgent Public API — 1 operation(s) for agents.SandboxAQ MCP ServerA fully managed, per-tenant Model Context Protocol server that exposes SandboxAQ's proprietary scientific A...Dash Docs MCP ServerA remote Model Context Protocol server published by Plotly that lets AI agents search and read the Dash doc...AGNTCY Agents APIAgents are AI workflows that can be configured and/or executed on this server. This means that a client of ...ClawdChat 虾聊 Agents APIThe agents API from ClawdChat 虾聊 — 16 operation(s) for agents.Demostack MCPDemostack MCP is a first-party remote Model Context Protocol server that brings demo intelligence into Clau...Optilogic MCP Server (Ada Connector)Optilogic operates a hosted, remote Model Context Protocol server that backs the Ada connector for Claude. ...Emotive Knowledge Base MCP ServerAnonymous remote MCP server published by Emotive's Mintlify knowledge base. Three tools — documentation sea...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...Uniphore Business AI Cloud (BAIC) Platform APIThe Business AI Cloud platform API. The publicly documented surface is the customer-deployed BAIC distribut...Revnu MCP ServerA live remote MCP server over streamable HTTP that gives an AI assistant operator-level control of a Revnu ...DocSend MCP ServerDocSend's hosted Model Context Protocol server — the only programmatic surface DocSend publishes. An MCP cl...Afriex MCP ServerAfriex publishes a hosted, remote Model Context Protocol server at https://mcp.afriex.com/mcp that exposes ...Vectara Agents APIBuild and operate agents over Vectara corpora.Slide Agents APIEverything about [agents](#model/agent)Congress Trades MCP ServerA focused Streamable HTTP MCP server exposing three read-only tools over the Congress Trades dataset — get_...Frontline Agents APIAgent runtime data: conversations and transcriptsPeek Experiences MCP ServerA free, public, anonymous remote MCP server that gives AI assistants access to Peek.com's catalog of 300,00...marginalia A2A AgentAgent2Agent (A2A) surface for marginalia: an agent card served from https://marginalia.polycode.co.uk/.well...RAGFlow HTTP APIThe RAGFlow RESTful HTTP API — 95 documented operations under /api/v1, authenticated with a tenant API key ...use-ai Serveruse-ai is MeetsMore's open-source (BUSL-1.1) React client and Node/Bun server for letting an LLM drive a we...Wagie A2A AgentA2A JSON-RPC endpoint accepting A2A 1.0 SendMessage and 0.3.0 message/send for bounded iGaming and regulato...Wagie MCP ServerRemote, anonymous, stateless streamable-HTTP MCP server (protocol 2025-06-18) exposing 12 read-only tools o...Zoca Agents APIThe Agents API from Zoca — 5 operation(s) for agents.Check MCP ServerThe Check MCP Server exposes the Check Payroll API to AI tools and agents via the Model Context Protocol. I...Dokki Agents APIAgents, runs, approvals, schedules, memories, automations and work items.Dokki MCP ServerHosted remote MCP over stateless Streamable HTTP. The canonical /mcp/v2 facade exposes eight action-routed ...Mistral AI Agents APIAgent completion operationsPipecat Cloud (Daily Bots) APIREST API and SDKs for deploying and managing voice AI agents built with the open-source Pipecat framework o...Popp Agents APIThe Agents API from Popp — 1 operation(s) for agents.SIMBA Blocks Documentation MCP ServerA live, unauthenticated remote Model Context Protocol server published on SIMBA's own documentation host. t...Gremlin Agents APIList and modify all infrastructure and failure flag agentsMesh Payments MCP ServerOAuth-protected Model Context Protocol (MCP) server operated by Mesh at api.meshpayments.com/mcp. The endpo...Permutive MCP ServerPermutive's Model Context Protocol surface. A live, anonymous documentation MCP server at https://docs.perm...Geoloods Agent APIMachine signupMoz MCP Server - DataBeta remote Model Context Protocol server exposing Moz Data API tools (site metrics, links, keywords, ranki...Moz MCP Server - LocalBeta remote Model Context Protocol server exposing Moz Local tools for managing and reporting on business l...Ando Agents APIWorkspace agent lifecycle routes.Simetrik MCP ServerSimetrik's hosted remote Model Context Protocol server. An MCP client adds one URL and signs in with a Sime...Sponge Agents APIThe Agents API from Sponge — 5 operation(s) for agents.Verified Digital Agents (VDA) Agents APIThe Agents API from Verified Digital Agents (VDA) — 2 operation(s) for agents.SegMetrics MCP ServerA hosted, read-only Model Context Protocol server that gives Claude, ChatGPT and other MCP clients direct a...Dyno Agents APIThe agents API from Dyno — 3 operation(s) for agents.Landbase Platform APIThe Landbase cloud gateway that landbase-cli calls in platform mode. It backs natural-language audience sea...Seshat Markets Agent APIThe Agent API from Seshat Markets — 7 operation(s) for agent.TeamCity Agents APIManage build agentsGitLab CI/CD Agents APIOperations about agentsHelp Scout Users APIRetrieve Help Scout user accounts (agents) including roles, permissions, and online/offline status.Archastro Agents APIThe Agents API from Archastro — 17 operation(s) for agents.Umbra Canopy Documentation MCP ServerAnonymous, hosted Model Context Protocol server published by Umbra on the Canopy documentation host. Expose...Infoway Financial Data MCP ServerOfficial Model Context Protocol server (PyPI infoway-mcp-server) exposing 17 tools over stdio for real-time...AURA Agent FrameworkMezmo's open-source agentic orchestration framework. Apache 2.0 Rust framework for composing AI agents from...Mezmo Agent (logdna-agent-v2)Open-source Rust log collection agent (logdna-agent-v2). Tails files, journald, and Kubernetes pod logs and...Aurelius Agent A2A APIAgent-to-Agent (A2A 0.3.0) JSON-RPC surface for Aurelius Agent, WunderCorp's strategic planning and orchest...Dixa Agents APIThe Agents API from Dixa — 7 operation(s) for agents.SAP Commerce Cloud Agents APICustomer service agent operationsNeuronto ARD Registry Agents APIThe Agents API from Neuronto ARD Registry — 1 operation(s) for agents.Morningstar Agent APIMorningstar's AI integration surface - the Morningstar Agent API at agents.morningstar.com plus an MCP serv...Telenor Sverige Agents APIThe Agents API from Telenor Sverige — 6 operation(s) for agents.Azure AI Foundry REST APIREST API for managing Foundry projects, hubs, model deployments, agents, threads, runs, and evaluations. Au...1up MCP ServerThe 1up MCP Server is a cloud-hosted Model Context Protocol server that lets an AI assistant work directly ...Atera API v3Atera's REST API. Twelve data domains — Agents, Alerts, Billing, Contacts, Contracts, Customers, CustomValu...NGINX AgentNGINX Agent provides an administrative entry point to remotely manage, configure, and collect metrics and e...CIQ Agent APIThe Agent API from CIQ — 1 operation(s) for agent.Skyfire Agents APIThe Agents API from Skyfire — 6 operation(s) for agents.Thoughtly Agent APIVoice and chat agent operations. Agents are referenced as "interviews" in URLs.Berrer Agent APIThe Agent API from Berrer — 18 operation(s) for agent.Recall Labs Agent APIAgent management endpointsRecall Labs Agents APIPublic agent discovery endpointsResult MCP ServerRemote Model Context Protocol server exposing 74 tools across six categories (plan and operate, build and s...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...Gracenote Sports MCP ServerA production remote Model Context Protocol server for live, upcoming and recent sports — eleven tools cover...Gracenote Video MCP ServerA production remote Model Context Protocol server that grounds LLM responses in Gracenote's verified video ...Warp Agent APIOperations for running and managing cloud agentsTIBCO Agents APIManage inference agentsStakPak Agents APIAgents APIOsmosis Agent APIOperations for enhancing agent interactions and decisionsAgco Agents APIThe Agents API from Agco — 6 operation(s) for agents.IMAI MCP ServerOAuth-protected Model Context Protocol endpoint served on the IMAI / InfluencerMarketing.ai host by the Nov...Globant Enterprise AI (Glob.AI OS) APIThe Globant Enterprise AI platform API. Twenty-six documented API groups — Access Control, Agents, Agentic ...Fixflo Agent APIThe Agent API from Fixflo — 3 operation(s) for agent.Pypestream Agent APIThe Agent API from Pypestream — 2 operation(s) for agent.aiXplain Agents APIThe Agents API from aiXplain — 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...Lightsprint APIREST API over the Lightsprint workspace board — tasks, comments, projects, stacks, and cloud coding agents....Make MCP ServerThe Make MCP Server allows AI systems such as large language models to run scenarios and manage the content...Unify Agent APISend messages to and retrieve messages from assistantsAlphaSense MCP ServerModel Context Protocol surface that lets MCP-aware AI clients (Claude, Cursor, ChatGPT-style desktop hosts,...Anysphere Agents APIThe Agents API from Anysphere — 11 operation(s) for agents.LangWatch Agents APIThe Agents API from LangWatch — 2 operation(s) for agents.AgentPhone Agents APIThe agents API from AgentPhone — 7 operation(s) for agents.Rokid Store Agent Commerce APIRokid's global storefront implements the Universal Commerce Protocol for agent-driven commerce, with a UCP ...University of Amsterdam Agents APIThe Agents API from University of Amsterdam — 1 operation(s) for agents.Luxury Presence Agents APIThe Agents API from Luxury Presence — 5 operation(s) for agents.PoolParty Public Manifest APIUnauthenticated, read-only JSON routes under https://www.poolparty.io/api that the provider names as the "s...Unicorn Screener Agent APIThe Agent API from Unicorn Screener — 1 operation(s) for agent.Dome9 Agent APIThe Agent API from Dome9 — 6 operation(s) for agent.Mudrex MCP ServerMudrex's official hosted Model Context Protocol server, which exposes the Mudrex Futures Trading API to MCP...Caretta MCP ServerRemote Model Context Protocol server that gives compatible AI clients OAuth-scoped access to the Caretta ca...Chatwoot Agents APIAgent management APIsPaulieB14 Agent APIThe Agent API from PaulieB14 — 1 operation(s) for agent.Siemens MindSphere Agent Management APIAPI to onboard, offboard, update, and delete MindConnect agents that act as gateways connecting field devic...Woodpecker CI Agents APIThe Agents API from Woodpecker CI — 5 operation(s) for agents.Mercado Pago MCP ServerModel Context Protocol server exposing Mercado Pago APIs as tools for AI agents and IDE assistants. Enables...Nuclei Agents APIThe agents API from Nuclei — 4 operation(s) for agents.Archestra AI Agents APIThe Agents API from Archestra AI — 48 operation(s) for agents.AskUI Agents APIThe agents API from AskUI — 3 operation(s) for agents.Elastic.io Agents APIManage on-premises integration agentsFirecrawl Agent APIThe Agent API from Firecrawl — 2 operation(s) for agent.LanceDB MCP ServerModel Context Protocol (MCP) server exposing LanceDB tables as retrieval tools for MCP-aware agents and IDEs.Terminal Use Agents APIThe Agents API from Terminal Use — 7 operation(s) for agents.ADRO Agent APIThe Agent API from ADRO — 20 operation(s) for agent.Contextual AI Agents APICreate, configure, and manage RAG agents.Unitrends Agents APIThe Agents API from Unitrends — 1 operation(s) for agents.Aligned News MCP ServerReference Model Context Protocol server distributed as a single TypeScript file (mcp-server.ts) that proxie...Credal APICredal API as documented publicly: 11 operations. Contract generated from the documentation by API Evangeli...Elementum Agents APIManage AI agentsOpticOdds MCP ServerFirst-party Model Context Protocol server exposing 16 read-only OpticOdds tools — odds, fixtures, player pr...Zillow Agent Reviews APIWeb-service API returning Zillow agent review data as JSON from URI query-string requests, authenticated wi...Zillow Reviews APISelf-serve API for MLS and broker partners to be notified when a prospect creates a review, retrieve prospe...End Close Agents APIThe Agents API from End Close — 6 operation(s) for agents.D-ID Agents APICreate and manage AI agent definitionsXT TradeKit MCP ServerLocal stdio MCP server and agent skills published by XT.COM for market research and spot/futures trading fr...Accept Agents APIThe Agents API from Accept — 1 operation(s) for agents.CrewAI Enterprise MCP ServerModel Context Protocol server published by CrewAI Inc. that exposes AMP crew deployment operations and stat...Cubby MCP ServerCubby operates a hosted Model Context Protocol server at api.cubbystorage.com/mcp. The endpoint is live and...Google Cloud Dialogflow CX Agents APIThe Agents API from Google Cloud Dialogflow CX — 2 operation(s) for agents.aPriori Agent APIAgent ControllerAGENTUM Business A2A AgentAgent2Agent (A2A) protocol surface of AGENTUM Business: an agent card at https://business.agentum.lat/.well...freshworks Agents APIManage chat agents and their availability.Opply Agents APIThe Agents API from Opply — 7 operation(s) for agents.Agno Agents APIThe Agents API from Agno — 6 operation(s) for agents.Superscale MCP ServerThe product Model Context Protocol server. Lets an external agent runtime (Claude and similar MCP clients) ...Substack MCP ServerOfficial remote Model Context Protocol server that connects a Substack publication to an MCP-capable AI ass...Biolevate Agent APIConversational agent jobsIXON Agent APIThe Agent API from IXON — 1 operation(s) for agent.MontyCloud CloudOps MCP ServerMontyCloud's hosted, remote Model Context Protocol server for the DAY2 platform. MontyCloud's own MCP Serve...AI21 Maestro APIDynamic planning system that, at inference time, determines the optimal sequence of actions to solve a task...Mutiny MCP ServerMutiny's hosted Model Context Protocol server and its only public programmatic entry point. It exposes the ...Kronos Quant Signal API Agent APIThe Agent API from Kronos Quant Signal API — 7 operation(s) for agent.Silent Push MCP ServerSaaS-hosted Model Context Protocol server announced in Release 6.0 (2026-06-12, beta). Exposes 33 read-only...
Thin 178 Limited public surface area
A2A402 Agents APIThe Agents API from A2A402 — 4 operation(s) for agents.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...HashiCorp Nomad Agent APIEndpoints for interacting with the local Nomad agent, including health checks, member listing, and server m...Spyderbat Agent APIAgents represent a sepecific agent which collects data for one or more sources.The Culture Commons A2A AgentAgent2Agent (A2A) surface: an agent card served from https://culture.sbs/.well-known/agent-card.json (proto...Wazo Agents APIThe agents API from Wazo — 29 operation(s) for agents.ChilledSites REST API v1Generate a website from a prompt, upload custom code, list/get/update/delete websites, deploy to a .chilled...Anvilogic MCP ServerThe Anvilogic MCP Server is the platform's Model Context Protocol surface, letting AI agents and MCP client...Phonely Agents APIManage Phonely voice agents programmatically. Retrieve a single agent or list all agents for a user, and up...Eko Health Storefront MCPA live, anonymously reachable Model Context Protocol server published on Eko Health's own www.ekohealth.com...TetraScience Agents APIThe Agents API from TetraScience — 8 operation(s) for agents.Agent Foundry — Strands Base Agent APIThe HTTP and A2A surface of Booz Allen's Agent Foundry agent baseline, an Apache-2.0 composition root that ...Sapiom REST APIREST API for transaction management, payment authorization, agents, spending rules, analytics, and phone ve...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...Linear Agents APICapabilities for AI agents to operate as first-class actors inside Linear - Agent Interaction Guidelines (A...Opus Docs MCP ServerA first-party remote MCP server over the Opus developer documentation, reachable anonymously at https://dev...Opus Platform APIThe Opus REST API. Generate a workflow from a natural-language prompt, run a workflow as a "case" with popu...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,...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...Cartesia Agents APIVoice agent configuration and public templates.Finite State A2A Content APIPublic, anonymous, read-only JSON-RPC 2.0 API exposing Finite State's published content: blog posts, resour...Exponential Agent APIThe Agent API from Exponential — 4 operation(s) for agent.Neynar Agents APIOperations for building AI agentsAxiom MCP ServerAxiom's hosted remote Model Context Protocol server (HTTP transport) at mcp.axiom.co, OAuth-protected per R...Commvault Agents APIManage backup agents installed on clientsMastraMastra 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.Zipline MCP ServerAn OAuth-protected Model Context Protocol (MCP) endpoint published on Zipline's marketing site (getzipline....ColdSnap Storefront MCP ServerAn anonymous, production Model Context Protocol server served from the ColdSnap domain at /api/mcp. A live ...Cape Partners Agent Exchange (A2A)The A2A 1.0 surface of the Cape Partners agent exchange: SendMessage, GetTask and ListTasks on both the JSO...Direct Hire A2A Meta-AgentDirect Hire's A2A v1.0 discovery agent, published at /.well-known/agent-card.json with a JSON-RPC interface...Direct Hire Agents APIThe Agents API from Direct Hire — 18 operation(s) for agents.Luma Agents API (uni-1)Agent-style image generation/editing with a reasoning endpoint and a generation endpoint. Uses /v1/generati...Zhipu AI Agents APIThe Agents API from Zhipu AI — 3 operation(s) for agents.Unisson Agents APIThe agents API from Unisson — 11 operation(s) for agents.Julep Agents APIThe Agents API from Julep — 13 operation(s) for agents.KumoRFM MCP ServerOpen-source Model Context Protocol server that empowers AI assistants with KumoRFM. Builds, manages, and vi...AlterEstate Agents APICompany agentsPatlytics Patent Search (MCP)The Patlytics Patent Search connector — a hosted Model Context Protocol server (Streamable HTTP) that bring...AIScan Agent APIThe Agent API from AIScan — 2 operation(s) for agent.Uncountable MCP ServerUncountable ships a first-party hosted Model Context Protocol server at the /mcp path of each customer envi...AVORA Agent Forge Agent APIThe Agent API from AVORA Agent Forge — 5 operation(s) for agent.ActionStreamer Agent APIThe Agent API from ActionStreamer — 3 operation(s) for agent.W&B CLICommand-line interface bundled with the wandb Python package for login, sweep orchestration, artifact manag...Qorevia Universal Agent Gateway (MCP + A2A)The free discovery and routing layer in front of the paid tools, served from the same origin. MCP: https://...PhanthyMotus Agent Core and Driver MCP BusPhanthyMotus is 4Paradigm's open-source embodied-AI agent framework. Every hardware driver bundle is a Mode...supernormal Agents APIOperations about agentsWindsurf EditorStandalone AI-native IDE forked from VS Code featuring Cascade agent, autocomplete (Fill-In-The-Middle), Ch...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...Kotzilla MCP ServerHosted remote Model Context Protocol server that connects an AI coding assistant to the Kotzilla Platform. ...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...Equinix Agents APIThe Agents API from Equinix — 3 operation(s) for agents.Fintary Agents APIThe Agents API from Fintary — 7 operation(s) for agents.Freshchat Agents APIThe Agents API from Freshchat — 3 operation(s) for agents.HashiCorp Consul Agent APIInteract with the local Consul agentRestack Agents APIThe Agents API from Restack — 2 operation(s) for agents.AgentWorld Agents APIThe Agents API from AgentWorld — 1 operation(s) for agents.Neuphonic 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.Sobot Agent APIThe Agent API from Sobot — 1 operation(s) for agent.DBT Capital Agents APIThe Agents API from DBT Capital — 1 operation(s) for agents.nCino Mortgage MCP ServersTwo hosted, remote Model Context Protocol servers for the nCino Mortgage platform — an LO server for loan o...PolyAI Platform APIBuild, run and observe PolyAI voice and chat agents from your own systems. Three REST API families (Agents,...THE SWARM A2A AgentAgent2Agent discovery surface: an A2A 0.3.0 agent card served at https://swarm-api.wrongbeauty.com/.well-kn...WRONG BEAUTY 000 / THE SWARM Agents APIRegistered agents and their bearer credentials.Yardi Virtuoso Connector (MCP)Yardi's first-party Model Context Protocol server, announced in early access on 2025-09-10 and described as...Veeam Agents APIThe Agents section defines paths and operations for managing recovery tokens used for bare metal recovery.Nucleus MCP ServerHosted remote Model Context Protocol server included with the Nucleus platform, reachable at a per-tenant U...Goodera MCP ServerRemote Model Context Protocol server announced as the first from a social impact company, exposing live Goo...Bookit N Go Agent APISupplier-neutral, consent-bound agent actions and receiptsKlue MCP ServerKlue's Model Context Protocol server lets internal AI agents and enterprise copilots retrieve permissioned ...Listnr Agent APIDiscovery and authentication hintsFreshservice Agents APIThe Agents API from Freshservice — 2 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...Quietforge x402 Service Index APIA searchable, health-probed index of live x402 pay-per-call endpoints re-crawled from the Coinbase CDP and ...WINN.AI MCP APIA live remote Model Context Protocol endpoint serving WINN.AI conversation data to agents. It is published ...Blaxel Agents APIThe Agents API from Blaxel — 3 operation(s) for agents.ZenRows MCP ServerOfficial ZenRows Model Context Protocol server that exposes the scraping platform to AI assistants. Availab...Arphie MCPArphie's remote Model Context Protocol server. It exposes Arphie projects, workload and project-volume metr...Shop ICON UCP/MCP ServerA live, anonymously callable Model Context Protocol endpoint implementing the Universal Commerce Protocol 2...crvUSD Yield Optimizer A2A AgentAgent2Agent surface of the same service: an agent card at https://llama.box/yo/.well-known/agent.json (prot...Notte Agents APIRun autonomous web agents from natural-language tasks.SparkyFitness MCP ServerA first-party Model Context Protocol server running in-process inside the SparkyFitness API server, mounted...Inkeep Agents / Management APIREST management surface for the Inkeep Agents framework - create and operate agents, sub-agents, projects, ...LangSmith Agents APIThe agents API from LangSmith — 2 operation(s) for agents.RainFocus Nexus MCP ProfilesRainFocus Nexus MCP Profiles, announced 7 July 2026, is a first-party remote Model Context Protocol server ...whiteclover A2A AgentAgent2Agent (A2A) protocol surface: an agent card served from https://whiteclover.ai/.well-known/agent-card...WikiKV Agents APIThe agents API from WikiKV — 4 operation(s) for agents.LiteLLM A2A Agent Gateway APIProvides /a2a endpoints for the Agent-to-Agent (A2A) gateway, enabling agent registration, publishing, and ...Traced UCP Commerce (MCP)The agent-callable commerce surface for LinusBio's Traced environmental exposure test, served from the trac...1000 Satellites MCP Server (WordPress MCP Adapter)A remote Model Context Protocol server served from the 1000satellites.de WordPress estate under the "mcp" R...Bland AI Platform APIREST API for sending and managing AI phone calls, pathways (conversation flows), voices and voice clones, p...Groove 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...UpSlide MCP ServerOfficial remote MCP (Model Context Protocol) server that connects AI assistants such as Claude Desktop and ...Trust3 AI Governance APIThe Trust3 API server is the public AI Governance API edge of the Trust3 control plane. AI Assets Collector...Spider Cloud MCP ServerSpider's hosted Model Context Protocol server exposes 22 tools — eight core operations (crawl, scrape, sear...Formant Agent SDKPython client embedded in the `formant` PyPI package (`pip install formant`, `from formant.sdk.agent.v1 imp...TutorCruncher Agents APIAffiliates / agents.Coval Agents APIConnect and manage AI agents under test.Windstream Holdings Agents APIAgent state managementLiftLab Connect MCP ServerAn OAuth-protected Model Context Protocol endpoint served from LiftLab's own hostname connect.liftlab.com, ...Agentio Brand Connector (MCP)Agentio's hosted, remote Model Context Protocol server. A brand adds https://mcp.agentio.com/mcp to any MCP...Humanitec Agents APIAn object containing the details of an Agent. Newfold BLU MCP Server (WordPress)The Newfold Labs WordPress MCP module (wp-module-mcp) registers an MCP server, id blu-mcp, on the WordPress...RisingWave MCP ServerModel Context Protocol server that connects AI agents to running RisingWave instances, exposing over 100 to...Thru Explorer MCP ServerOfficial hosted Model Context Protocol server on the Thru block explorer. Exposes eight read-only tools (ge...Art Institute of Chicago Agents APIPeople and organizations (artists, makers, donors) associated with artworks.Midpage MCP ServerRemote Model Context Protocol server (OAuth-authenticated) that gives AI assistants like Claude, ChatGPT, a...freshdesk Agents APIManage support agents and their properties.Superlist MCP ServerOfficial hosted Model Context Protocol (MCP) server that acts as the task layer for AI agents. Exposes tool...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...Slingshot Bio Storefront MCP ServerA live Model Context Protocol server for the Slingshot Bio store, answering anonymous tools/list over HTTP ...Gigacatalyst Self-Serve Registration APIThe one public, unauthenticated operation Gigacatalyst publishes on its own behalf. A coding agent reads th...DV Neura MCP ServerA live remote Model Context Protocol endpoint that exposes DoubleVerify's media quality, verification and p...GlacierGrid MCP ServerFirst-party remote Model Context Protocol server exposing read-only GlacierGrid facility monitoring data — ...v0 Agent APIThe agent API from v0 — 1 operation(s) for agent.Cortex MCP ServerModel Context Protocol server exposing Cortex catalog, scorecards, dependencies, and on-call data to AI age...Isometric MCP ServerIsometric ships a hosted Model Context Protocol (MCP) server that makes the Isometric Standard, proprietary...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 ...Paperless Post Party Shop Agent Commerce SurfaceThe Paperless Post Party Shop storefront is the only machine-callable surface on any paperlesspost.com host...Qodo Command/CLITerminal runtime for building, running, and managing AI agents across the SDLC, installed via npm (@qodo/co...Notice MCP ServerLive remote Model Context Protocol server for Notice, discovered by probe. Anonymous JSON-RPC calls return ...smolagents Python LibraryThe core smolagents Python library providing CodeAgent and ToolCallingAgent classes for building AI agents ...SurrealDB MCP ServerSurrealMCP exposes SurrealDB database operations, agent memory, and cloud management as structured tool cal...JumpCloud System Context APIAPI for managed systems to interact with JumpCloud on their own behalf using HTTP Signatures authentication...Seyond MCP ServerA live, OAuth-gated Model Context Protocol endpoint served from Seyond's own corporate host at https://seyo...SysAid Agents APIThe Agents API from SysAid — 8 operation(s) for agents.OpenLLMetry Framework and Agent InstrumentationsInstrumentations for higher-level LLM frameworks and agent runtimes — LangChain, LlamaIndex, Haystack, Crew...Polygon ID Agent APICollection of endpoints related to MobileBobbie Storefront MCP ServerA live Model Context Protocol server on Bobbie's storefront host. An anonymous JSON-RPC tools/list returned...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 authenticationDonorbox Agent APIThe Agent API from Donorbox — 3 operation(s) for agent.Surge RL Environments and AgentsSurge's product surface for delivering complex reinforcement-learning environments and agents that challeng...Solve MCPSolve Intelligence's first-party remote Model Context Protocol server. A streamable-HTTP MCP endpoint, auth...Bridge Interactive Agents APIThe Agents API from Bridge Interactive — 2 operation(s) for agents.AIDIN ROBOTICS Site MCPAn anonymous remote Model Context Protocol endpoint served on AIDIN ROBOTICS' own host and advertised in th...DeepIP MCP ServerA remote Model Context Protocol server operated by DeepIP at https://app.deepip.ai/mcp, letting an MCP-capa...DispatchHealth MCP ServerAn OAuth 2.1-protected Model Context Protocol (MCP) server exposed on DispatchHealth's own host by the Word...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...Kite Hill Storefront MCP ServerA live Model Context Protocol server on Kite Hill's storefront host. An anonymous JSON-RPC tools/list retur...Aera Technology MCP ServerAn authenticated Model Context Protocol (MCP) endpoint served from Aera Technology's own corporate WordPres...Black Buffalo Storefront MCP ServerA live Model Context Protocol server on Black Buffalo's storefront host. An anonymous JSON-RPC tools/list r...Heuritech MCP ServerA live remote Model Context Protocol server on the heuritech.com host, advertised through RFC 8414 OAuth au...openEHR AGENT APIManagement of the [AGENT](https://specifications.openehr.org/releases/RM/latest/demographic.html#_agent_cla...Codefresh Agents APIManage and serve Codefresh RunnersFleetHelp Support Agent (A2A)Agent2Agent (A2A) surface: an agent card served from https://fleethelp.ai/.well-known/agent.json (protocolV...MAKEUP BY MARIO Storefront MCP ServerA live Model Context Protocol server on the MAKEUP BY MARIO storefront host. An anonymous JSON-RPC tools/li...FLO Store (Shopify Storefront MCP)The only live, anonymously callable machine-readable surface in FLO's estate. FLO's hardware and accessorie...You.com Research APIThe Research API orchestrates multi-step web research to produce ranked, cited responses to complex questio...Layercode Agents APIThe Agents API from Layercode — 2 operation(s) for agents.Freeplay Agents APIList agents within a project.Pipecat Agents APICreate, list, update, and delete deployed agents and inspect logs and sessions.Redefine Meat MCP ServerTwo live Model Context Protocol endpoints served from the same WordPress installation and advertised throug...Spotwise Remote MCPThe product Model Context Protocol server for Spotwise aOS — the surface an agent connects to in order to r...VoiceOps MCP ServerLive first-party remote Model Context Protocol server operated by VoiceOps. JSON-RPC 2.0 over HTTP (streama...XMTP Agent SDKNode.js SDK tailored for building AI agents and bots on the XMTP network. Enables agents to participate in ...Cloutdesk Agent Platform APIThe v1 REST API behind Cloutdesk's Agent Platform — the programmatic surface agencies, brands, and talent r...Maven AGI Agents APIThe Agents API from Maven AGI — 3 operation(s) for agents.Airtop Agents APIThe Agents API from Airtop — 61 operation(s) for agents.Prox MCP ConnectorHosted MCP server that lets AI assistants query a manufacturer's Prox workspace (products, knowledge trees,...Cloverleaf AI MCP ServerA remote, OAuth-protected Model Context Protocol server that exposes Cloverleaf AI's government meeting int...eSentire MCP ServerAn authorization-gated Model Context Protocol server operated by eSentire on its own API host. Every path u...Allego MCP API ServerFirst-party hosted Model Context Protocol server shipped with Allego 9 that exposes Allego deal intelligenc...The Picklr MCP ServerThree Model Context Protocol endpoints registered under the mcp REST namespace on thepicklr.com, exposed by...Virtual Incision MCP Server (WordPress MCP Adapter)A Model Context Protocol endpoint registered under the "mcp" namespace of the virtualincision.com WordPress...
Emerging 136 Early or largely undocumented
BotMarket MCP ServerRemote Model Context Protocol server at https://botmarket.bot/mcp (JSON-RPC 2.0 over HTTP, POST only, proto...BotMarket REST APIAnonymous JSON read surface for the BotMarket directory at https://botmarket.bot/v1 — documented in llms.tx...Port AI and LLM Management APIEndpoints to manage AI agents, prompts, memory, and LLM-driven capabilities embedded in the Port platform.Tronox MCP Server (WordPress MCP Adapter)An authenticated Model Context Protocol (MCP) endpoint served from Tronox's own corporate WordPress host, f...Roadie MCP ServersSix agent-native Model Context Protocol (MCP) servers over the Roadie API - api-docs-query, backend-config,...Zoho Desk Agents APIThe Agents API from Zoho Desk — 2 operation(s) for agents.Cornerstone Building Brands MCP Server (WordPress MCP Adapter)A live remote Model Context Protocol server served from the corporate WordPress estate under the `mcp` REST...Truffle AI Agents APIThe Agents API from Truffle AI — 1 operation(s) for agents.Federated Wireless MCP ServerA remote Model Context Protocol server published on federatedwireless.ai, advertised through RFC 8414 OAuth...Factory Droid SDK (TypeScript)TypeScript SDK for building, invoking, and orchestrating Droids. Public source on GitHub at Factory-AI/droi...Vocode Agents APIThe Agents API from Vocode — 4 operation(s) for agents.Deep Sentinel Store Commerce API (UCP over MCP)The agent-facing commerce surface of the Deep Sentinel store. A live, anonymous Model Context Protocol endp...Strider MCPStrider's hosted Model Context Protocol server, published at app.striderintel.com/app-api/mcp. It advertise...Artisight MCP ServerA Model Context Protocol server published from artisight.com by the WordPress MCP Adapter, backed by the Wo...Cloud9 MCP ServerA remote Model Context Protocol server published on cloud9.gg and advertised through RFC 8414 OAuth authori...Verto Education MCP ServerA remote Model Context Protocol endpoint served from Verto Education's own WordPress installation and adver...Weav.ai Decisioning Platform APIREST API for the Weav.ai Decisioning Platform, exposing document, folder, form, agent, workflow, action, an...Artifact Council Agents APIThe Agents API from Artifact Council — 3 operation(s) for agents.Chimoney Agents APIAI Agent wallet management endpointsInsurance 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...Andium Store UCP / MCPThe Universal Commerce Protocol shopping service on Andium's merchandise storefront, exposed as a Model Con...Harbinger Health MCP ServerA live Model Context Protocol server namespace published on Harbinger Health's own host at https://harbinge...LegitFit MCP ServerLegitFit's Model Context Protocol server — a JSON-RPC 2.0 endpoint that exposes LegitFit resources to AI ag...Persado MCP GatewayA production remote Model Context Protocol server operated by Persado at https://api.persado.com/mcp. Disco...Phantom MCP ServerModel Context Protocol server (@phantom/mcp-server) that exposes 27 tools to AI agents across wallet operat...AG2 Python FrameworkCore open-source Python library for building agentic AI applications. Provides ConversableAgent, AssistantA...Anitian FedFlex Copilot WebSocket APIAn AWS API Gateway WebSocket API fronting the FedFlex agentic-AI copilot. Every plain HTTP request to copil...AfterQuery Experts Help Center MCPA read-only Model Context Protocol server over the AfterQuery Experts Help Center, served anonymously from ...Agno Python FrameworkOpen-source Python framework for building agents with memory, knowledge, and tools. Provides Agent, Team, W...HundredX MCP ServersTwo HundredX-operated Model Context Protocol servers reachable on the public internet — "HX BigQuery MCP Se...JobGet Site MCP ServerA Model Context Protocol endpoint served from JobGet's own blog host at https://blog.jobget.com/_api/mcp an...Sdui Website MCP ServerA Model Context Protocol server exposed by the sdui.de WordPress site through the `mcp` REST namespace and ...Agentic Resource Discovery (ARD) Agents APIThe Agents API from Agentic Resource Discovery (ARD) — 1 operation(s) for agents.Groundwork Open Source Agent APIThe agent API from Groundwork Open Source — 8 operation(s) for agent.AgentKitToolkit and APIs for distinguishing human-backed agents from anonymous bots and scripts by binding agent ac...Stacklet MCP ServerAn open-source Model Context Protocol server, published by Stacklet and distributed on PyPI as stacklet-mcp...Abatable MCP ServerA hosted Model Context Protocol endpoint operated by Abatable at mcp.abatable.com, fronted by Cloudflare Ac...Glean Agents APIBuild and invoke autonomous agents that reason over enterprise data and perform multi-step workflows on beh...Vestaron MCP Server (WordPress MCP Adapter)A remote Model Context Protocol server published on the vestaron.com host and advertised anonymously throug...AeroFarms MCP ServerA live Model Context Protocol server served from www.aerofarms.com at /wp-json/mcp/mcp-oauth-server. It ans...Amazon Application Discovery Service Agents APIOperations for managing discovery agents and collectorsLightpanda CLI / BinaryThe open-source command-line binary (AGPL-3.0, written in Zig). `lightpanda serve` starts the CDP-over-WebS...BoltMCP MCP ServerThe MCP server the BoltMCP Helm chart deploys into the customer's own Kubernetes cluster. Customers define ...Scripta Insights Site MCPA live, anonymous Model Context Protocol endpoint served from the Scripta Insights marketing host and adver...Casdoor MCP GatewayCasdoor's MCP (Model Context Protocol) gateway and A2A (Agent-to-Agent) protocol surface, designed to broke...Episode Six Documentation MCP ServerA Model Context Protocol server published by Episode Six on its own documentation host at https://docs.epis...Exentis Group MCP ServerAn MCP (Model Context Protocol) server endpoint mounted on www.exentis-group.com by the WordPress MCP adapt...GlobalData Intelligence Center MCPA governed Model Context Protocol gateway that turns GlobalData's business intelligence into tools an AI ag...Urtopia Storefront Agent Commerce (UCP / MCP)Agent-driven commerce surface served natively on the Shopify-powered Urtopia storefront: UCP discovery at /...Apache SkyWalking gRPC Data Collect ProtocolThe SkyWalking data collection protocol defines gRPC service definitions for telemetry data ingestion from ...Affinity Solutions MCP ServerAn OAuth-protected Model Context Protocol server that Affinity Solutions serves from its own corporate site...Aptera Shop Storefront Agent Commerce APIThe agent-facing commerce surface of Aptera Motors' branded merchandise storefront at shop.aptera.us. It is...Ubras Storefront Agent Commerce (UCP + MCP)Agent-facing commerce surface of the ubras.com Shopify storefront: a live storefront MCP endpoint (catalog ...myBots Tenant APIThe bearer-gated REST API the Mia AI application calls to operate a tenant's agents, subscription and chann...BingX Agent APIThe Agent API from BingX — 8 operation(s) for agent.Engrail Therapeutics MCP ServersTwo live Model Context Protocol servers registered under the `mcp` REST namespace on engrail.com, fronted b...Sequans Website MCP ServerA Model Context Protocol server exposed by the WordPress MCP Adapter running on the sequans.com corporate s...Uppercase Storefront Agent Commerce (UCP/MCP)Agent-driven shopping surface on the uppercase storefront implementing the Universal Commerce Protocol over...Group14 Technologies MCP Server (gated)A WordPress MCP Adapter endpoint registered on group14.technology at /wp-json/mcp/mcp-adapter-default-serve...Copper MCP ServerAn undocumented Model Context Protocol server operated by Copper at mcp.getcopper.com. The host publishes R...Kitopi Site MCPThe Model Context Protocol endpoint that Kitopi's Wix-hosted website exposes for agentic AI access. It is a...8B Model Context Protocol ServerAn OAuth-protected Model Context Protocol endpoint served from 8B's own WordPress installation at www.8b.af...Bluefish AI MCP ServerA live, first-party remote Model Context Protocol server that makes the Bluefish AI platform callable by ag...Endeavor BioMedicines WordPress MCP ServerAn MCP (Model Context Protocol) server exposed by the WordPress MCP adapter at /wp-json/mcp/mcp-oauth-serve...Scimar MCP Server (WordPress MCP Adapter)Two Model Context Protocol endpoints advertised in the scimar.ca WordPress REST route index under the "mcp"...Colossal Biosciences MCP Server (WordPress MCP Adapter)A Model Context Protocol server endpoint advertised in the colossal.com WordPress REST route index under th...VEIR Markdown Content EndpointThe single HTTP endpoint VEIR declares in its own RFC 9727 API catalog. It returns veir.com page content as...Wyndham Business WordPress MCP Server (OAuth-gated)A WordPress MCP adapter is registered on www.wyndhambusiness.com in the `mcp` namespace alongside wp-abilit...a2a-browser A2A AgentPay-per-search web agent (version 0.1.0-alpha) served from a2a-browser.digiant.nz: a JSON-RPC 2.0 POST endp...Code Bio Site MCP ServerThe Model Context Protocol server that Code Biotherapeutics' corporate website exposes at https://www.codeb...CrowdSmart Agents APIThe Agents API from CrowdSmart — 2 operation(s) for agents.Martini MCP ConnectorHosted, OAuth-secured Model Context Protocol server that lets supported AI assistants work inside Martini p...Nusano MCP Server (WordPress MCP Adapter)A Model Context Protocol server endpoint advertised in the nusano.com WordPress REST route index under the ...Apollo MCP ServerAn undocumented Model Context Protocol server operated by Apollo Global Management on its own API host. Its...Ather Shop — UCP Shopping Service (MCP)The only machine-callable API surface Ather Energy exposes. Ather's commerce host advertises a Universal Co...Blue Origin Shop MCP ServerThe Blue Origin Shop storefront exposes an anonymous Model Context Protocol endpoint at https://shop.blueor...LIVEKINDLY MCP Server (WordPress MCP Adapter)A Model Context Protocol server advertised in the thelivekindlyco.com WordPress REST route index under the ...Cardless Docs MCP ServerA remote Model Context Protocol server published by Cardless at docs.cardless.com/mcp (Mintlify-hosted). It...OSSIO Site MCP ServerAn OAuth-protected Model Context Protocol server mounted on OSSIO's WordPress corporate site at /wp-json/mc...Money You're Owed Catalog Agent (A2A)A2A 1.0 agent ("Money You're Owed catalog agent", version 1.0.0) with a JSONRPC binding at https://agent.mo...Cerapedics MCP ServerAn OAuth-protected Model Context Protocol (MCP) server operated by Cerapedics at mcp.cerapedics.com. The en...ABio Materials WebMCP ToolsA live, anonymous, agent-callable WebMCP surface served from the North American storefront and discovered t...APEX-Agents LeaderboardPublic leaderboard for AI agent performance run by Mercor's research team.Fabric8Labs MCP Server (WordPress MCP Adapter)A Model Context Protocol server endpoint registered on www.fabric8labs.com under the WordPress REST "mcp" n...Terminal-BenchPublic benchmark / task-submission framework published by Mercor (terminal-bench-3 on GitHub) for evaluatin...Enveda MCP Server (WordPress MCP Adapter)A Model Context Protocol server endpoint advertised in the enveda.com WordPress REST route index under the ...NeuroTherapia Site MCPA remote, anonymous Model Context Protocol server served from the NeuroTherapia corporate domain at /_api/m...Adionics MCP ServerA live Model Context Protocol endpoint registered on the adionics.com WordPress install by the WordPress MC...Maxim AI APIThe Maxim REST API provides programmatic access to prompts, workflows, agents, datasets, evaluators, test r...Melon MCP ServerMelon's first-party remote Model Context Protocol server, published by Kakao Entertainment's AI Application...Lunar Outpost Site MCP ServerAn unauthenticated remote Model Context Protocol server served from Lunar Outpost's own host and advertised...RE/MAX Europe Datahub APIThe RE/MAX Europe Datahub API is the franchise-operations API behind the RE/MAX EU Datahub application. It ...RE/MAX Europe Listings APIThe RE/MAX Europe Listings API is used in conjunction with the RE/MAX EU Datahub application to add, update...Scaled Cognition APT Agent Platform APIThe stateless RESTful API behind the Scaled Cognition Agent Builder platform, used to author, simulate, dep...Guardian eSuite Prefill APIAllows third parties such as agents and partners to securely send application prefill information related t...Opendoor for AgentsOpendoor for Agents is the partner program that lets licensed real-estate agents submit clients to Opendoor...Jake Gaylor A2A AgentA2A agent representing Jake Gaylor, discovered at /.well-known/agent-card.json on ai.jakegaylor.com (and as...Jake Gaylor MCP ServerHosted MCP server exposing Jake Gaylor's resume, links and website text as resources and tools, structured ...RE Merrill Pump Application Agent (A2A)Agent2Agent protocol surface: a JWS-signed (ES256, JWKS at /.well-known/jwks.json) A2A v1.0 agent card at h...Starfish Space MCP ServerA live Model Context Protocol (MCP) server exposed by Starfish Space at https://www.starfishspace.com/wp-js...Cardiosense MCP ServerA live Model Context Protocol endpoint served from the Cardiosense corporate host. It is a WordPress MCP Ad...Sierra Agent OSSierra Agent OS is the enterprise platform for building, deploying, and operating customer-facing AI agents...Five9 Agent and Supervisor REST APIREST API used by agent and supervisor applications to log in, manage state, handle interactions, and access...Osly Workflow API (PocketFlow)The workflow list, detail and execution surface behind Osly, as documented by the company's own first-party...CarMax in ChatGPTOn 2026-02-27 CarMax became the first U.S. auto retailer with an app in the OpenAI ChatGPT App Store, putti...Yeeps Storefront MCPLive Shopify-hosted storefront MCP endpoint for the Yeeps store, exposing catalog search, cart management, ...Reed Semiconductor MCP ServerA Model Context Protocol server mounted at the Reed Semiconductor apex domain by the Novamira WordPress plu...SellerX MCP ServerA live, remotely hosted Model Context Protocol server operated by SellerX at mcp.sellerx.com. The endpoint ...Atlas REST APIThe direct HTTP API behind the Atlas CLI — the research graph, Library, runs, evidence, compute, and resear...91Squarefeet MCP Adapter EndpointA Model Context Protocol endpoint present on the 91squarefeet.com host at the WordPress `mcp` REST namespac...Koloma California Site MCPA Model Context Protocol (MCP) endpoint served from the Koloma California regional website at https://www.k...Tripo MCP ServerOfficial Model Context Protocol server that exposes Tripo generation tasks as MCP tools, allowing MCP-aware...WME Group MCP Server (WordPress MCP Adapter)A Model Context Protocol server endpoint advertised in the wmegrp.com WordPress REST route index under the ...CoolerX Website MCP ServerA live, OAuth-protected Model Context Protocol endpoint served by CoolerX from its own apex host and discov...Interpublic Group WordPress Abilities APIWordPress Abilities API - the registry of named abilities an agent may discover and run on this install. Pr...Agent Communication Mesh GatewayThe join gateway for Agent Communication Mesh. One anonymous mutating operation, POST /attach, takes a Disc...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 ...Dragonfly Therapeutics Site MCPModel Context Protocol endpoint served from the Dragonfly Therapeutics website host. This is a platform-pro...Field Medical Site MCPAn anonymous, read-oriented Model Context Protocol endpoint served from Field Medical's own corporate domai...Active Membranes Site MCP ServerA live, unauthenticated Model Context Protocol endpoint served from Active Membranes' own hostname at https...Agragene Site MCPAn anonymous remote Model Context Protocol endpoint served on Agragene's own host and advertised in the com...Decagon AI Agents StudioDecagon AI Agents Studio is the enterprise platform for authoring, deploying, testing, and operating AI age...LIFT Aircraft Site MCPThe public Model Context Protocol endpoint served by LIFT Aircraft's Wix-hosted site. Exposes nine tools th...China On-Site Video Service (A2A agent)A2A agent operated by Lei Zhang: you provide a Google Maps link or coordinates of any place in China and a ...Llama StackOpen-source framework standardizing the building blocks for Llama-based generative AI applications, includi...TCCC Soft Bottler Agent HubPartner-facing Azure API Management hub through which The Coca-Cola Company's bottlers register and operate...First Connect (Independent Agent Platform)First Connect, a Hippo subsidiary, is an API-first digital platform giving independent agents one-stop acce...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`, ...Cooler Heads Site MCPAnonymous Model Context Protocol endpoint served from the Cooler Heads web host. It is the Wix Site MCP sur...Cockpit AI APIThe API host behind the Cockpit AI (formerly Kalendar AI) product. The root of https://api.oncockpit.ai ret...Dia AssistantIn-browser AI assistant that can answer questions across open tabs and connected apps, summarize content, a...Adept ACT ResearchResearch outputs and demos for Adept's ACT-1 and ACT-2 action transformers - foundation models that take ac...Parloa Agent Management Platform (AMP)The Parloa Agent Management Platform (AMP) is the primary product surface for designing, testing, scaling, ...
Minimal 10 Almost no public developer surface
Botrista Site MCPThe Model Context Protocol endpoint served on Botrista's Wix-hosted content site (botrista.info). It is a p...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...Puzzle Medical Devices Site MCPAn anonymous Model Context Protocol endpoint served from www.puzzlemed.com and advertised by the company's ...Codeium / Windsurf PluginsIDE plugins (VS Code, JetBrains, Vim, Emacs, Visual Studio, Sublime Text, etc.) surfacing autocomplete, cha...Olaris Site MCPUnauthenticated remote Model Context Protocol endpoint served from Olaris' own host at https://www.myolaris...Calviri Site MCPAn anonymous Model Context Protocol endpoint served from Calviri's own host at https://www.calviri.com/_api...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...Memco APIMemco enables AI agents to share knowledge across a platform while maintaining security and privacy control...PlayHT Agents APIVoice agent management.
Companies reaching this through an API (532)
These companies publish an API, specification or operation carrying “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.
0xArchive
1000 Satellites
30MHz
6sense
8B Education Investments
8x8
91Squarefeet
A-Bio Materials
A2A402
Ab180
Abatable
Accept
accessiBe
Acronis
ActionStreamer
Ada
Adionics
Adobe Suite
Adobe Workfront
ADRO
AdRoll
Adverity
AeroFarms
Aeternity
Affinity Solutions
Afriex
AG2
Agco
Agentic Resource Discovery (ARD)
AgentMail
AgentMesh
AgentsPodium
AgentWorld
Agno
AGNTCY
Agragene
Ahrefs
AIDIN ROBOTICS
AIMLAPI
Airia
AirOps
aiXplain
akta.pro
Algolia
Aligned News
Allego
AlphaSense
AlterEstate
Altimate AI
ALTR
Show all 532 companies ↓
Amazon Application Discovery Service
Amazon Ground Station
Amazon Web Services
Amigo
Anaconda
Andium
Ando
Anitian
Anysphere
Apache SkyWalking
APIClaw
APIContext
Apollo Global Management
aPriori
Aptera Motors
Archastro
Archestra AI
Armis
Art Institute of Chicago
Artifact Council
Artisight
AskNicely
AskUI
Assembled
Atera
Ather Energy
Atmospore Pollen Forecasts
Atomadic Tech
Authenticx
Authentik
AutoFi
AutoLeadStar
Avaya
AVORA Agent Forge
Axiom
AxonFlow
Axuall
Azure DevOps
Azure OpenAI Service
Bargo Congress Trades API
Barndoor
Beam AI
Benchling
Biconomy
Bigeye
BingX
Biolevate
Black Buffalo
Blazing Bullet Private Limited
Block Lottos
Blue Origin
Bluma
Bobbie
Bolna
Bolt Financial
Bookit N Go
Booz Allen Hamilton
Botrista
Brand API (Brandfetch)
brick.blue
Bridge
Bridge Interactive
Browserbase
Cadasto
Calviri
Canonical
Cardiosense
Cardless
CarMax
Cartesia
Casdoor
CData
Cerapedics
Chatwoot
Check
Chimoney
CI HUB
CIQ
Cisco XDR
ClawdChat 虾聊
ClawSpan
Clay
cloro
Cloud9
Cloudflare
CloudTalk
Cloverleaf AI
Cobot
Code Biotherapeutics
Codeium
ColdSnap
Colossal Biosciences
Commvault
Confluence
Conga
Contextual AI
Cooler Heads
CoolerX
Copper Banking
Cordial
Cornerstone Building Brands
Coval
CrawlGraph
Credal
Criteo
CrowdSmart
Cubby
Cube
Customer.io
D-ID
Datadog
Datadog APM
DBT Capital
Deep Sentinel
Demostack
DeveloperHub
DialNexa
DispatchHealth
Dixa
Docling
DocSend
DoiT
Domain Group
Dome9
Donorbox
Dotdigital
DoubleVerify
Dragonfly Therapeutics
Drip
Druva
Dun & Bradstreet
Dust
Dynamic Feed
Dyno
Eko Health
Elastic.io
Elementum
Embrace
Emotive
End Close
Endeavor
Endeavor BioMedicines
Engrail Therapeutics
Env0
Enveda
Episode Six
Epsilon3
Equinix
Everbridge
Exentis Group
Fabric Origin
Fabric8Labs
Factset
Federated Wireless
FeedOracle Technologies
Fenergo
Field Medical
FieldPulse
Findem
Fini
Finite State
Fintary
Firecrawl
First Street
Five9
Fixflo
FLO
Fnatic
Formant
Freeplay
Freshchat
Freshdesk
Freshservice
Freshworks
Frontline
Fullcast
Fusio
G2
Gemini Trust Company
GEOCitation
GitDealFlow
GitLab CI/CD
Gladly
Goodera
Goodlord
Google Cloud Dialogflow CX
Gr4vy
Gracenote
Grafana Loki
Gremlin
Groove
Groundwork Open Source
Group14 Technologies
Guardian Life
Gumloop
H2O.ai
HackNotice
Harbinger Health
Harness
HashiCorp Consul
HashiCorp Nomad
Help Scout
Heuritech
Hexagon
HighLevel
Hippo
Hootsuite
Hourtick
Humanitec
HumanMirror
HundredX
Huntress
Hustle
iCallAgent Public API
ICON Aircraft
iDenfy
imgauth — API di attestazione opere digitali
Infoway Real-time Market Data API
Insurance Council of Australia
Interpublic Group
invinoveritas
Isometric
IVANS
iwant.fyi
IXON
JetBrains
JobGet
Kann KI das? Sponsoring Agent
Kite Hill
Kitopi
Kixie
KnoxCall
Koloma
Kronos Quant Signal API
LanceDB
Langdock
LangSmith
LastDatabase
Layercode
Leadspace
LegitFit
lemlist
LIFT Aircraft
LiftLab
Lightpanda
Lightrun
Listnr
LiteLLM
LiveChat
LIVEKINDLY
Llama
Lucid
Lukka
Luma AI
Lunar Outpost
Lusha
Luxury Presence
Make
Makeup by Mario
Meltwater
Mem0
Mercado Pago
Mercor
Mesh Payments
Mezmo
Microsoft Azure
Microsoft Azure AI Foundry
Microsoft Dynamics 365 Sales
Midpage
Mintlify
Modal
MoEngage
MolTrust
Monetate
Moody's RMS
Morningstar
Moz
MTN Group
Mudrex
Mybots.pro
nCino
Neuphonic
Neuronto ARD Registry
NeuroTherapia
Newfold
Nextworld
Neynar
NGINX
Nimbleway
Notice
Notte
Nuclei
Nucleus Security
Nusano
Olaris
Onecli
OneSignal
OpenAI
openEHR
OpenLLMetry
Opply
OpticOdds
Optilogic
Optimizely
OutSystems
Pabbly
Pagesnap
Paid
Palo Alto Networks
Paperless Post
parcelLab
Parcha
ParlayAPI
Paubox
PaulieB14
Peek
Phantom
Phidata / Agno
Phonely
Phonic
Picus Security
PipesHub
PlayHT
Plex
Plotly
POLICYANDPLAY LTD
Polygon ID
Port
Primitive
Profound
Puzzle Medical Devices
Pypestream
Qodo
Quietforge Studio
RE/MAX
ReadMe
Recall Labs
Redefine Meat
Reed Semiconductor
Refact.ai
Relevance AI
Restack
Retail Zipline
RingCentral
RisingWave
Roadie
Roboflow
Runloop
S&P Global
Salesforce
Salesforce Service Cloud APIs
Salsify
SAP Commerce Cloud
Sapiom
Scalar
ScienceLogic
Scimar
Scripta Insights
Sdui
Secureframe
SegMetrics
SellerX
Sendoso
Seqera Labs
Sequans
ServiceNow
Seshat Markets
Seyond
ShipMonk
Siemens Insights Hub (MindSphere)
Sift Stack
Silent Push
Silverflow
SIMBA Chain
Sirenic
Siro
Skyfire
Slide
Slingshot Biosciences
SLNG
Smartlead
smolagents
Snap
Snapchat
Snowflake
Snyk
Sobot
SparkyFitness
Speakeasy
Speko
Spider
Splunk Observability Cloud
Sponge
Spyderbat
Squarespace
Stagwell
StakPak
Starfish Space
Strider
supernormal
Surge AI
SurrealDB
Syllable
SysAid
Taskfolk
TeamCity
Telenor Sverige
Tembo
temp.md
Tenable
The Coca-Cola Company
The Picklr
ThetaData
Thoughtly
TIBCO
Tigera
Timescale
Tradier
Trass Games
Treasure Data
Tripo AI
Tronox Holdings
Truffle AI
Trulioo
Trust3 AI
TutorCruncher
Ubras
Umbra
Unbounce
Uncountable
Unicorn Screener
Unify
Unitrends
University of Amsterdam
Unto Labs
Uppercase
UpSlide
Urtopia
UserGems
v0
Vaultfire Protocol
Veeam
VEIR
Verified Digital Agents (VDA)
Vestaron
ViewsMeet
Virtual Incision
Visier
Vocode
Wappalyzer
Warp
Wazo
Weav
WebCrawlerAPI
Webex
Weights and Biases
WikiKV
Windstream Holdings
Winn.ai
Wistia
WizeHire
Woodpecker CI
WoowUp
World (Worldcoin)
Wyndham Hotels & Resorts
Wyze
Xquik
XT.COM
Yardi
Yardi Canada
You.com
Zavu
Zelto
Zendesk
ZenRows
Zeroheight
Zhipu AI
Zillow Group
Zoca
Zoho
Zoho Desk
Zoom
Score breakdown
Frequency
86.6
log-scaled weighted occurrences
Breadth
11.1
spread across providers
Quality lift
41.8
mean composite of providers using it
Cohesion
31.1
strength of nearest seed neighbor
Related tags
MCP 603 co-occurrences
A2A 182 co-occurrences
A2A Verified 142 co-occurrences
Agent-Native 145 co-occurrences
Artificial Intelligence 462 co-occurrences
User 164 co-occurrences
Webhook 169 co-occurrences
LLM 89 co-occurrences
Where this tag comes from
Provider tag512
Api tag852
Openapi tag215
Openapi op tag976
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.
| Market | Share of the market's providers |
|---|---|
| x402 Micropayments & Agentic Pay-per-Call | 26% |
| AI Model Routing | 23% |
Cohort brief
Auto-generatedThe 488 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
488
of 493 in the catalog
Mean Kin Score
40.2
+18.0 vs catalog 22.2
Mean Agent Readiness
29.9
+17.9 vs catalog 12
Spread
3.4–95.3
median 39.3 · σ 18.6
How the 488 split by band
Exemplar 42Strong 69Developing 133Thin 119Emerging 94Minimal 31
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Developer Ergonomics | 46.9 | 23.2 | +23.7 | 488 |
| Access Clarity | 46 | 23.9 | +22.1 | 488 |
| Operational Transparency | 29.3 | 13 | +16.3 | 488 |
| Contract Quality | 29.8 | 17.2 | +12.6 | 488 |
| Discoverability | 69.2 | 57.9 | +11.3 | 488 |
| Contract Governance | 14 | 6.5 | +7.5 | 488 |
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) | 62% | 13% | +49 |
| MCP server (first-party) | 63% | 12% | +51 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 31% | 11% | +20 |
| Security | 100% | 98% | +2 |
| Arazzo workflows | 2% | 2% | 0 |
| Governance rules | 15% | 16% | -1 |
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 SMKlog 95.3
- 2 Anthropic 89
- 3 Eventwren 85.6
- 4 Hagglebee 84.3
- 5 Yarnhen 84.3
- 6 Yawplet 84.3
- 7 Appwrite 82.3
- 8 Agoragentic 80.4
- 9 ElevenLabs 80.4
- 10 Kit 79.7
Top by Agent Readiness
- 1 Eventwren 75
- 2 Hagglebee 75
- 3 Yarnhen 75
- 4 Yawplet 75
- 5 Agent Ready 74.4
- 6 Natural AI 71
- 7 CarsXE 69.1
- 8 Lightfield 67.4
- 9 The Colony 65.4
- 10 Parallel 64.7
All 493 members of this roster resolve to a provider in the
catalog; 488 carry a score (99%).
The figures above describe the scored members only.
Coverage caveat. 390 of 488 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. 390 of 488 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.