AggregatorsMulti-source aggregation and gateway MCP servers.Art & CultureArt, culture, creative collections, and media archive MCP servers.Architecture & DesignArchitecture, design systems, CAD, and spatial design MCP servers.Browser AutomationBrowser control, web automation, scraping, and extraction MCP servers.Biology Medicine and BioinformaticsHealthcare, biology, medicine, and bioinformatics MCP servers.Cloud PlatformsCloud provider, infrastructure, and platform operation MCP servers.Code ExecutionSandboxed code execution and runtime MCP servers.Coding AgentsAgentic coding, code review, and engineering-assistant MCP servers.Command LineTerminal, shell, and command-line workflow MCP servers.CommunicationMessaging, meetings, email, and collaboration MCP servers.Conversational AIChat, voice assistant, and conversational AI MCP servers.CryptographyCryptography, keys, signing, and secure identity MCP servers.Customer Data PlatformsCustomer profiles, CRM data, analytics identity, and CDP MCP servers.DatabasesDatabase, SQL, NoSQL, vector store, and query MCP servers.Data PlatformsWarehouses, lakes, ETL, and business data platform MCP servers.DeliveryShipping, logistics, dispatch, and delivery operation MCP servers.Developer ToolsDeveloper productivity, build, test, and utility MCP servers.Data Science ToolsNotebook, statistics, ML, and data science workflow MCP servers.Data VisualizationCharting, dashboard, and visualization MCP servers.Embedded systemEmbedded systems, hardware, firmware, and IoT MCP servers.EducationLearning, teaching, academic, and education MCP servers.E-CommerceCommerce, catalog, orders, and marketplace MCP servers.Environment & NatureEnvironment, nature, climate, and sustainability MCP servers.File SystemsLocal, remote, object, and document file system MCP servers.Finance & FintechFinancial data, fintech, accounting, and crypto MCP servers.GamingGames, game services, and interactive entertainment MCP servers.Home AutomationSmart home, home services, and automation MCP servers.Knowledge & MemoryMemory, context, notes, and knowledge management MCP servers.LegalLegal research, contracts, compliance, and case workflow MCP servers.Location ServicesMaps, geocoding, routing, and location intelligence MCP servers.MarketingMarketing, sales, growth, and brand operation MCP servers.MonitoringMonitoring, observability, alerting, and telemetry MCP servers.Multimedia ProcessImage, audio, video, and media processing MCP servers.OS AutomationDesktop, operating system, and local automation MCP servers.Product ManagementProduct, project, roadmap, and task management MCP servers.Real EstateReal estate, property, and home service MCP servers.ResearchScience, research, papers, and scholarly workflow MCP servers.Search & Data ExtractionSearch, retrieval, crawling, and data extraction MCP servers.SecuritySecurity, vulnerability, audit, and identity MCP servers.Social MediaSocial media, content platform, and community MCP servers.Spirituality & EsotericaSpirituality, astrology, esoterica, and reflective MCP servers.SportsSports data, teams, schedules, and performance MCP servers.Support & Service ManagementSupport desk, ITSM, service management, and customer service MCP servers.Translation ServicesTranslation, localization, and multilingual workflow MCP servers.Text-to-SpeechSpeech synthesis and audio generation MCP servers.Speech-to-TextTranscription, speech recognition, and voice input MCP servers.Travel & TransportationTravel, transit, mobility, and transportation MCP servers.Version ControlRepository, issue, pull request, and source control MCP servers.Workplace & ProductivityWorkplace, documents, calendar, and productivity MCP servers.Other Tools and IntegrationsTools and integrations that do not fit an existing primary category.