{"cssClassNames":"page basicpage summit-page","allowedRenditionsWidth":["320","480","640","768","960","1200","1440","1920"],"templateName":"demand-gen-template-20251","language":"en","title":"Snowflake Cortex Agents + MCP: Exposing agents to external AI clients via Snowflake MCP","analyticsPageType":"homepage","analyticsCategory":"general","analyticsSubCategory":"","excludeFromAnalytics":false,":items":{"root":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnClassNames":{"experiencefragment-header":"aem-GridColumn aem-GridColumn--default--12","responsivegrid":"aem-GridColumn aem-GridColumn--default--12","experiencefragment-footer":"aem-GridColumn aem-GridColumn--default--12","markup_editor":"aem-GridColumn aem-GridColumn--default--12"},"columnCount":12,":items":{"experiencefragment-header":{"id":"experiencefragment-772db47315","localizedFragmentVariationPath":"/content/experience-fragments/snowflake-site/language-masters/en/site/header/demand-gen-landing/jcr:content","configured":true,":items":{"root":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnClassNames":{"simplified_navigatio":"aem-GridColumn aem-GridColumn--default--12"},"layout":"RESPONSIVE_GRID","columnCount":12,"id":"container-e27e829309",":items":{"simplified_navigatio":{"layout":"SIMPLE","id":"container-01c578d6e9",":items":{},":itemsOrder":[],":type":"snowflake-site/components/simplified-navigation-bar"}},":itemsOrder":["simplified_navigatio"],":type":"snowflake-site/components/container"},"cq:metadata":{":type":"nt:unstructured"},"image":{":type":"nt:unstructured"},"cq:targetMetadata":{"cq:targetStatus":"SYNCHRONIZED","cq:exportTime":1713537083471,"cq:targetOfferId":654916,":type":"nt:unstructured"}},":itemsOrder":["root","cq:metadata","image","cq:targetMetadata"],"classNames":"aem-xf",":type":"snowflake-site/components/experiencefragment","appliedCssClassNames":"snowflake-sticky-nav-host"},"responsivegrid":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnClassNames":{"landing_hero":"aem-GridColumn aem-GridColumn--default--12","container_copy":"aem-GridColumn aem-GridColumn--default--12"},"columnCount":12,":items":{"landing_hero":{"id":"landing-hero-486e4f4014","imageStyle":"snowflakeBug","eventStartDate":"09 JUL","eventTime":"12:00 PM ET","resourceTypeTag":"Virtual Hands-On Lab","backgroundImage":{"id":"image","lazyEnabled":true,"src":"https://www.snowflake.com/adobe/dynamicmedia/deliver/dm-aid--af0b08d0-808d-4c25-9af3-581cb771798b/1200x686-data-trends-23-graphic-6-automation-microsite.png?quality=85&preferwebp=true","height":"686","width":"1200",":type":"snowflake-site/components/image"},"title":"Snowflake Cortex Agents + MCP: Exposing agents to external AI clients via Snowflake MCP","flexible_container":{"layout":"SIMPLE","id":"container-448b0ebe4f",":items":{"flexible_column_container":{"id":"flexible-column-container-0c4c309f9e","type":"2-column-even","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"none","bottomPadding":"none","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-ad29389d51",":items":{},":itemsOrder":[],":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container"},"flexible_column_content_container_2":{"layout":"SIMPLE","id":"container-9517f39409",":items":{},":itemsOrder":[],":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container"},"isActiveTOC":false,":type":"snowflake-site/components/flexible-column-container","isBlogPage":false}},":itemsOrder":["flexible_column_container"],":type":"snowflake-site/components/container"},"marketo_form":{"id":"marketo-v2-991d929ba5","marketoForm":{"successUrl":"form.onSuccess(function(values, followUpUrl) {\nlocation.href = \"https:\\/\\/info.snowflake.com\\/2026-07-09---Webinar---Snowflake-Cortex-Agents--MCP-Exposing-agents-to-external-AI-clients-via-Snowflake-MCP---Zoom_Ops-On-Demand-Alert.html\";\nreturn false;\n});","formId":"48822","edit":false,"hidden":null,"script":null,"values":null},"title":{"id":"title","type":"heading3","lines":["Register Now"],":type":"snowflake-site/components/title-v2"},"serverInstance":"252-RFO-227.mktoweb.com","munchkinId":"252-RFO-227","formConfigured":true,"marketoConfigured":true,":type":"snowflake-site/components/form/marketo-v2"},":type":"snowflake-site/components/landing-hero","appliedCssClassNames":"snowflake-landing-hero-background-white snowflake-landing-hero-headline-size-large"},"container_copy":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnClassNames":{"container":"aem-GridColumn aem-GridColumn--default--12","markup_editor":"aem-GridColumn aem-GridColumn--default--12"},"layout":"RESPONSIVE_GRID","columnCount":12,"id":"container-bb6885c607",":items":{"container":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnClassNames":{"flexible_column_cont":"aem-GridColumn aem-GridColumn--default--12"},"layout":"RESPONSIVE_GRID","columnCount":12,"id":"container-a6adb37453",":items":{"flexible_column_cont":{"id":"flexible-column-container-970d466622","type":"2-column-60-40","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"medium","bottomPadding":"medium","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"propertiesCSSClasses":"dg-lp__body","backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-a9c7780eaf",":items":{"text":{"id":"text-1c024d8eea","additionalClasses":"list--blue-bullets","text":"\u003Cp\u003EEnterprise AI agents are powerful but data-blind. Teams building with Claude, Cursor, or custom agents hit the same wall: their AI can reason, but it can't securely reach governed enterprise data without someone writing a custom integration, moving data out of Snowflake, or punching holes in security policy. The result is either a fragile bespoke connector that the data team owns forever, or agents that hallucinate because they're working off stale exports. The Model Context Protocol (MCP) has rapidly become the default standard for connecting AI clients to external tools. Every major AI IDE (Cursor, Windsurf), every frontier model host (Claude, OpenAI), and a growing list of enterprise agent frameworks already speak MCP natively. Snowflake's managed MCP server meets customers exactly where that wave is breaking: one configuration, no infrastructure, and every tool call flows through OAuth + RBAC-governed access. This lab is built for data and AI teams at companies already on Snowflake who are actively exploring or piloting AI agents. If your customer has said "we're using Claude" or "our engineers are in Cursor all day", this is the exact session to put in front of them.\u003C/p\u003E\r\n\u003Cp\u003ESnowflake's managed MCP server acts as a governed AI gateway: it exposes Cortex Analyst, Cortex Search, and direct SQL execution as callable tools, then handles authentication, tool discovery, and invocation entirely within Snowflake. External AI clients connect via OAuth and see only the tools and data their role permits. No data leaves Snowflake, no custom middleware runs, and every query drives warehouse consumption the customer is already paying for. We'll build both sides of this story from scratch: structured revenue data queried through a semantic view via Cortex Analyst, and unstructured sales call transcripts retrieved via Cortex Search and then unify both behind a single MCP server and watch a real AI client answer questions that span both.\u003C/p\u003E\r\n\u003Cp\u003E\u003Cb\u003EIntroduction to the Architecture: \u003C/b\u003EWe will start by breaking down the Model Context Protocol (MCP) standard, explaining how the Snowflake managed server integrates into it, and outlining the goals for today's project.\u003C/p\u003E\r\n\u003Cp\u003E\u003Cb\u003EData Layer Setup:\u003C/b\u003E Next, we will ingest a sample dataset containing both revenue figures and sales transcripts. We will build a semantic model for the structured financial data and deploy a Cortex Search service to handle the unstructured text.\u003C/p\u003E\r\n\u003Cp\u003E\u003Cb\u003EMCP Server Configuration: \u003C/b\u003EWe will then deploy and configure the Snowflake managed MCP server. This step includes enabling Cortex Analyst and Cortex Search as accessible tools, and securing them with specific OAuth scopes and Role Based Access Control (RBAC) rules.\u003C/p\u003E\r\n\u003Cp\u003E\u003Cb\u003EClient Integration:\u003C/b\u003E We will connect an AI assistant, such as Claude Desktop or Cursor, to the MCP server using an OAuth flow. We will verify that the client can successfully discover the tools and strictly adheres to its permitted access levels.\u003C/p\u003E\r\n\u003Cp\u003E\u003Cb\u003EEnd to End Testing: \u003C/b\u003ETo test the system, we will ask complex, multi part questions that require blending structured revenue numbers with unstructured transcript insights. This will demonstrate how the AI autonomously selects the correct tools, structures the queries, and delivers accurate, grounded responses.\u003C/p\u003E\r\n\u003Cp\u003E\u003Cb\u003ENext Steps and Scaling:\u003C/b\u003E Finally, we will explore ways to expand this setup, such as integrating custom tools and linking multiple agents together, and discuss how this architecture can scale into a comprehensive enterprise AI solution.\u003C/p\u003E\r\n\u003Cp\u003EBy the end of this lab, you will have built and run a production-realistic AI data access pattern entirely inside Snowflake. You'll know how to model data for agent consumption with semantic views, how to make unstructured content retrievable with Cortex Search, and how to wire both into a managed MCP server that any MCP-compatible AI client can call. You'll understand the OAuth and RBAC controls that let you govern exactly what an agent can see and do.\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/text"},"speakers":{"id":"speakers-1ce4736a8f","title":{"id":"title","type":"display2","lines":["Speakers"],":type":"snowflake-site/components/title-v2"},"speakers_container":{"layout":"SIMPLE","id":"container-bbce96a91e",":items":{"person_chip":{"id":"person-chip-de838a0da9","personName":"Divyam Bansal","personTitle":"Solutions Engineer, Snowflake","layoutStyle":"horizontal","containerStyle":"left-aligned","avatar":{"id":"avatar","alt":"Person alt text","lazyEnabled":true,"src":"https://www.snowflake.com/adobe/dynamicmedia/deliver/dm-aid--f9f042ac-91ef-4b4c-bc82-6ad48acbc4a2/divyam-bansal.jpg?quality=85&preferwebp=true","height":"400","width":"400",":type":"snowflake-site/components/image"},":type":"snowflake-site/components/person-chip"}},":itemsOrder":["person_chip"],":type":"snowflake-site/components/speakers/speakers-content-container"},":type":"snowflake-site/components/speakers"}},":itemsOrder":["text","speakers"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-small",":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container"},"isActiveTOC":false,":type":"snowflake-site/components/flexible-column-container","isBlogPage":false}},":itemsOrder":["flexible_column_cont"],":type":"snowflake-site/components/container"},"markup_editor":{"id":"markup-editor-bb178d6440","title":"Page CSS","cssContent":".dg-hero__event-details{}","isGSAPEnabled":false,":type":"snowflake-site/components/markup-editor"}},":itemsOrder":["container","markup_editor"],":type":"snowflake-site/components/container"}},":itemsOrder":["landing_hero","container_copy"],":type":"wcm/foundation/components/responsivegrid"},"markup_editor":{"id":"markup-editor-4b44f5e535","title":" ","cssContent":".lp-hero-dark .mktoForm .mktoButtonWrap.mktoSimple .mktoButton:hover{background-color:var(--ui-02) !important;transition:300ms ease background-color}.mktoForm .mktoButtonWrap.mktoSimple .mktoButton{background-color:var(--ui-01) !important;background-image:none !important;border:1px solid var(--ui-01) !important;border-radius:48px !important;text-transform:uppercase !important;font-family:'Texta',sans-serif;font-size:16px !important;transition:300ms ease background-color}.mktoButtonWrap{margin:0 !important}.snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoCheckboxList input[type=checkbox]{flex-shrink:0}.checklist ul{margin-top:2rem !important}.dg-lp__body \u003E .snowflake-flexible-column-container-items \u003E div:first-child{min-height:60vh}.dg-hero .snowflake-hero-system-inner{max-width:1400px;margin:0 auto !important}.is-logo{max-width:240px}.dg-hero .snowflake-hero-system-headline .snowflake-title-v2-line{text-transform:none !important}.dg-hero__sf-bug-bg,.dg-hero .snowflake-hero-system-background-arrow{display:none}.dg-hero__cover-image{max-width:300px}.dg-hero__stock-bg{display:none}@media screen and (min-width:992px){.snowflake-hero-system-subheadline{max-width:90%}.dg-hero__sf-bug{position:absolute;top:0;right:0;width:50%;transform:translate(35%,-30%)}}.dg-hero--fade-bg{background-color:var(--ui-01)}.dg-hero--fade-bg .dg-hero__stock-bg{display:block}.dg-hero--arrow-bg .dg-hero__sf-bug,.dg-hero--fade-bg .dg-hero__sf-bug{display:none}.dg-hero--arrow-bg .snowflake-hero-system-headline h1,.dg-hero--fade-bg .snowflake-hero-system-headline h1,.dg-hero--bug-bg .snowflake-hero-system-headline h1{color:#fff;font-weight:800}.dg-hero--arrow-bg .snowflake-hero-system-subheadline h2,.dg-hero--fade-bg .snowflake-hero-system-subheadline h2,.dg-hero--bug-bg .snowflake-hero-system-subheadline h2{margin-top:.5rem}.dg-hero--fade-bg .dg-hero__stock-bg{-webkit-mask-image:linear-gradient(to right,transparent 0,black 40%);mask-image:linear-gradient(to right,transparent 0,black 40%)}.dg-hero__stock-bg img{object-fit:cover;border-radius:0 !important}.dg-hero--fade-bg .dg-hero__stock-bg img{filter:grayscale(1);opacity:.3}.dg-hero--fade-bg .dg-hero__stock-bg .cmp-image__inner{height:100%}.dg-hero--bug-bg .dg-hero__stock-bg img{aspect-ratio:1}.snowflake-hero-system-content-container{z-index:2}.dg-hero--fade-bg .dg-hero__stock-bg{position:absolute;top:0;right:0;width:60%;height:100%}.dg-hero--arrow-bg,.dg-hero--bug-bg,.dg-hero--fade-bg{background-color:var(--ui-01)}.dg-hero--arrow-bg .dg-hero__stock-bg,.dg-hero--bug-bg .dg-hero__stock-bg{display:flex}.dg-hero--fade-bg .dg-hero__stock-bg{display:block}.dg-hero--arrow-bg .df-hero__sf-bug,.dg-hero--bug-bg .dg-hero__sf-bug,.dg-hero--fade-bg .dg-hero__sf-bug{display:none}.dg-hero--arrow-bg .snowflake-hero-system-inner,.dg-hero--bug-bg .snowflake-hero-system-inner,.dg-hero--fade-bg .snowflake-hero-system-inner{position:static;max-width:1400px;margin:0 auto !important}.dg-hero--arrow-bg .dg-hero__stock-bg{width:38%;position:absolute;top:0;left:60%;height:100%}@media screen and (min-width:1024px){.snowflake-landing-page-hero{max-width:1500px;margin:0 auto;background-image:none !important;padding-left:48px;padding-right:48px;min-height:400px}.dg-hero--bug-bg .dg-hero__stock-bg{width:40%;position:absolute;top:0;left:58%;height:100%}}.dg-hero--bug-bg .dg-hero__stock-bg .cmp-image__inner img{-webkit-mask-image:url('https://www.snowflake.com/content/dam/snowflake-site/general/design-ops/snowflake-logos/snowflake-bug.svg');mask-image:url('https://www.snowflake.com/content/dam/snowflake-site/general/design-ops/snowflake-logos/snowflake-bug.svg');-webkit-mask-size:contain;mask-size:contain;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-position:left center;mask-position:left center;height:120%;transform:translateY(-10%)}.dg-hero .snowflake-hero-system-eyebrow{text-transform:uppercase !important}.dg-hero--fade-bg .snowflake-hero-system-eyebrow,.dg-hero--arrow-bg .snowflake-hero-system-eyebrow,.dg-hero--bug-bg .snowflake-hero-system-eyebrow{color:#fff !important}.snowflake-hero-system-background-dots{pointer-events:none}.dg-hero--arrow-bg .dg-hero__stock-bg .cmp-image__inner img{-webkit-mask-image:url('https://publish-p57963-e462109.adobeaemcloud.com/content/dam/snowflake-site/general/design-ops/snowflake-logos/snowflake-arrow-left.svg');mask-image:url('https://publish-p57963-e462109.adobeaemcloud.com/content/dam/snowflake-site/general/design-ops/snowflake-logos/snowflake-arrow-left.svg');-webkit-mask-size:auto 100%;mask-size:auto 100%;-webkit-mask-repeat:no-repeat;mask-repeat:no-repeat;-webkit-mask-position:center;mask-position:center;height:120%;transform:translateY(-10%)}@media screen and (max-width:767px){.dg-lp__body .snowflake-marketo-form-container{margin-top:-72px;margin-bottom:24px}.dg-hero--bug-bg .dg-hero__stock-bg .cmp-image__inner img{mask-position:center top;-webkit-mask-position:center top;mask-size:100% auto;-webkit-mask-size:100% auto;height:auto;transform:none}}@media screen and (max-width:1023px){.dg-hero__stock-bg{display:none !important}}@media screen and (min-width:1024px){.snowflake-landing-page-hero-content{align-self:center}.dg-hero .snowflake-hero-system{padding-bottom:var(--spacing-07)}.dg-hero__image-split\u003E.container\u003E.cmp-container\u003E.aem-container::before,.dg-hero__image-split\u003E.container\u003E.cmp-container\u003E.aem-container::after{display:none}.dg-hero__image-split\u003E.container\u003E.cmp-container\u003E.aem-container{display:flex;flex-wrap:nowrap;align-items:center;gap:32px}.dg-hero__image-split\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{margin:0 !important}.dg-hero__image-split\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:first-child{width:60%;max-width:420px}.dg-hero__image-split\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:last-child{width:40%;flex-grow:1}}.snowflake-marketo-form-container{background-color:#f6f9fa}.snowflake-marketo-form .mktoButtonWrap.mktoNative .mktoButton{width:100% !important}.snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoEmailField,.snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoTelField,.snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoTextField,.snowflake-marketo-form .mktoFormRow .mktoFieldWrap select{background-color:#fff !Important;border:1px solid #bdc4d5 !important;border-radius:6px !important;padding:10px 12px !important;height:auto !important}.snowflake-marketo-form-container{padding:var(--spacing-05)}.dg-hero__event-details{}.dg-hero__event-details .snowflake-card-v2-advanced-event-information{margin-top:0;padding-top:0}.dg-hero--fade-bg .dg-hero__event-details p,.dg-hero--arrow-bg .dg-hero__event-details p,.dg-hero--bug-bg .dg-hero__event-details p{color:#fff}.dg-hero--fade-bg .dg-hero__event-details path,.dg-hero--arrow-bg .dg-hero__event-details path,.dg-hero--bug-bg .dg-hero__event-details path{fill:#fff}.dg-hero__event-details .snowflake-card-v2-advanced-event-location{width:100%}.dg-hero__event-details .snowflake-card-v2-advanced-content::before{content:'';display:inline-block;margin-right:24px;width:64px;height:64px;border:1px solid var(--ui-01);background-color:rgba(255,255,255,.8);border-radius:4px;background-image:url('https://publish-p57963-e462109.adobeaemcloud.com/content/experience-fragments/snowflake-site/language-masters/en/site/mega-nav-header/master/_jcr_content/root/mega_header/nav_mega/nav_dropdown_menu_2/nav_column_container/nav_column_copy_copy/nav_item_copy_1970515619/icon.coreimg.svg/1726173935655/nav-icon--events.svg');background-size:60% auto;background-repeat:no-repeat;background-position:center}.dg-hero__event-details .snowflake-card-v2-advanced-inner{border:none !important}.dg-hero__event-details .snowflake-card-v2-advanced-title{display:none}.dg-hero__event-details.snowflake-card-v2-advanced{background-color:transparent;border:none}.dg-hero__event-details .snowflake-card-v2-advanced-content{padding:0;display:flex;flex-direction:row;align-items:center}.dg-lp__body ol ol,.dg-lp__body ul ul{margin-top:1rem !important}.lp-body__main-content\u003Espan\u003E*:first-child{margin-top:0}@media screen and (min-width:1024px){.dg-lp__speaker-grid\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:50%;max-width:350px}.dg-lp__logo-grid\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:50%;max-width:250px}.dg-lp__body .snowflake-marketo-form-container{transform:translateY(-180px)}.dg-lp__body\u003E.snowflake-flexible-column-container-items\u003Ediv:last-child{z-index:3;position:sticky;top:300px}}@media screen and (min-width:1480px){.dg-lp__body .snowflake-flexible-column-container-items{gap:var(--spacing-08)}}.dg-hero__event-details{}.dg-lp__body{padding-left:48px;padding-right:48px}body .mktoFieldWrap .mktoCheckboxList{flex-shrink:0;padding:2px 0 0 0}body .mktoFieldWrap:has(.mktoCheckboxList){display:flex;flex-direction:row-reverse}body .mktoHtmlText{font-family:'Lato',sans-serif;width:100% !important}body .mktoFieldWrap:has(.mktoCheckboxList) label\u003Espan{color:#333 !important}body .mktoFieldWrap:has(.mktoCheckboxList) label{color:#333 !important;margin-left:8px;width:100% !important;max-width:100%;margin-bottom:0 !important;left:0 !important;position:relative !important}","isGSAPEnabled":false,":type":"snowflake-site/components/markup-editor"},"experiencefragment-footer":{"id":"experiencefragment-bf198dad3e","localizedFragmentVariationPath":"/content/experience-fragments/snowflake-site/language-masters/en/site/footer/resource/jcr:content","configured":true,":items":{"root":{"additionalClasses":"sf-footer","gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnClassNames":{"markup_editor_copy_c":"aem-GridColumn aem-GridColumn--default--12","container_573483281_":"aem-GridColumn aem-GridColumn--default--12"},"layout":"RESPONSIVE_GRID","columnCount":12,"id":"container-fb79b280ba",":items":{"container_573483281_":{"additionalClasses":"sf-footer__bottom","gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnClassNames":{"container_112062425":"aem-GridColumn aem-GridColumn--default--12"},"layout":"RESPONSIVE_GRID","columnCount":12,"id":"container-73b0366e1b",":items":{"container_112062425":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnClassNames":{"flexible_column_cont":"aem-GridColumn aem-GridColumn--default--12"},"layout":"RESPONSIVE_GRID","columnCount":12,"id":"container-e662c2df4e",":items":{"flexible_column_cont":{"id":"flexible-column-container-3ff2df81c2","type":"1-column","alignColumns":"top","containerMaxWidth":"extra-large","topPadding":"none","bottomPadding":"none","spaceBetween":"small","reverseOnMobile":false,"carouselOnMobile":false,"backgroundImageOption":"none","flexible_column_content_container_1":{"layout":"SIMPLE","id":"container-5b16d5cca1",":items":{"container":{"additionalClasses":"sf-footer__legal-container","gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnClassNames":{"text_copy_copy_16360_1890138623":"aem-GridColumn aem-GridColumn--default--12","markup_editor":"aem-GridColumn aem-GridColumn--default--12"},"layout":"RESPONSIVE_GRID","columnCount":12,"id":"container-2e0e3dd738",":items":{"text_copy_copy_16360_1890138623":{"id":"text-9fffe413e2","additionalClasses":"sf-footer__legal-links","text":"\u003Cul\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/legal/privacy/privacy-policy/\"\u003EPrivacy Policy\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://snowflake.com/en/legal/snowflake-site-terms/\"\u003ESite Terms\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://info.snowflake.com/2024-Preference-center.html\"\u003ECommunication Preferences\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Cbutton id=\"ot-sdk-btn\" class=\"ot-sdk-show-settings\"\u003ECookie Settings\u003C/button\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/legal/privacy/privacy-policy/#12\"\u003EDo Not Share My Personal Information\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E\u003Ca href=\"https://www.snowflake.com/en/legal/\"\u003ELegal\u003C/a\u003E\u003C/li\u003E\r\n\u003Cli\u003E© 2026 Snowflake Inc. All Rights Reserved\u003C/li\u003E\r\n\u003C/ul\u003E\r\n","richText":true,":type":"snowflake-site/components/text","appliedCssClassNames":"text-size-small text-color-text-04 snowflake-responsive-component-top-padding-extra-small snowflake-responsive-component-bottom-padding-extra-small"},"markup_editor":{"id":"markup-editor-afb3f2b58c","title":" ","htmlContent":"\u003Cdiv class=\"sf-footer__social\"\u003E\r\n\u003Cdiv data-testid=\"snowflake-footer-twitter\" class=\"snowflake-button-icon snowflake-button-white snowflake-footer-social-item\"\u003E\u003Cdiv class=\"snowflake-button-icon \"\u003E\u003Ca href=\"https://x.com/Snowflake\" data-testid=\"button-external\" aria-label=\"X (Twitter)\" role=\"button\" class=\"snowflake-button-container\" title=\"X (Twitter)\" tabindex=\"0\" target=\"_blank\" rel=\"noreferrer\"\u003E\u003Cdiv data-testid=\"button-icon-wrapper\"\u003E\u003Csvg xmlns=\"http://www.w3.org/2000/svg\" fill=\"none\" viewBox=\"0 0 59 53\" class=\"button-icon\"\u003E\u003Cpath fill=\"currentColor\" d=\"M46.614 0h9.044L35.8 22.49 59 53H40.795L26.54 34.46 10.223 53H1.18l21.036-24.055L0 0h18.657l12.878 16.937zM43.45 47.72h5.013L16.023 5.085h-5.387z\"\u003E\u003C/path\u003E\u003C/svg\u003E\u003C/div\u003E\u003C/a\u003E\u003Cdiv\u003E\u003C/div\u003E\u003C/div\u003E\u003C/div\u003E\u003Cdiv data-testid=\"snowflake-footer-linkedin\" class=\"snowflake-button-icon snowflake-button-white snowflake-footer-social-item\"\u003E\u003Cdiv class=\"snowflake-button-icon \"\u003E\u003Ca href=\"https://www.linkedin.com/company/3653845\" data-testid=\"button-external\" aria-label=\"LinkedIn\" role=\"button\" class=\"snowflake-button-container\" title=\"LinkedIn\" tabindex=\"0\" target=\"_blank\" rel=\"noreferrer\"\u003E\u003Cdiv data-testid=\"button-icon-wrapper\"\u003E\u003Csvg xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" viewBox=\"0 0 24 24\" class=\"button-icon\"\u003E\u003Cpath d=\"M22.223 0H1.772C.792 0 0 .773 0 1.73v20.536C0 23.222.792 24 1.772 24h20.451c.98 0 1.777-.778 1.777-1.73V1.73C24 .773 23.203 0 22.223 0ZM7.12 20.452H3.558V8.995H7.12v11.457ZM5.34 7.434a2.064 2.064 0 1 1 0-4.125 2.063 2.063 0 0 1 0 4.125Zm15.112 13.018h-3.558v-5.57c0-1.326-.024-3.037-1.852-3.037-1.851 0-2.133 1.449-2.133 2.944v5.663H9.356V8.995h3.413v1.566h.047c.473-.9 1.636-1.852 3.365-1.852 3.605 0 4.27 2.372 4.27 5.457v6.286Z\"\u003E\u003C/path\u003E\u003C/svg\u003E\u003C/div\u003E\u003C/a\u003E\u003Cdiv\u003E\u003C/div\u003E\u003C/div\u003E\u003C/div\u003E\u003Cdiv data-testid=\"snowflake-footer-facebook\" class=\"snowflake-button-icon snowflake-button-white snowflake-footer-social-item\"\u003E\u003Cdiv class=\"snowflake-button-icon \"\u003E\u003Ca href=\"https://www.facebook.com/snowflakedb/\" data-testid=\"button-external\" aria-label=\"Facebook\" role=\"button\" class=\"snowflake-button-container\" title=\"Facebook\" tabindex=\"0\" target=\"_blank\" rel=\"noreferrer\"\u003E\u003Cdiv data-testid=\"button-icon-wrapper\"\u003E\u003Csvg xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" viewBox=\"0 0 24 24\" class=\"button-icon\"\u003E\u003Cpath d=\"M24 12c0-6.627-5.373-12-12-12S0 5.373 0 12c0 5.99 4.388 10.954 10.125 11.854V15.47H7.078V12h3.047V9.356c0-3.007 1.792-4.668 4.533-4.668 1.312 0 2.686.234 2.686.234v2.953H15.83c-1.491 0-1.956.925-1.956 1.875V12h3.328l-.532 3.469h-2.796v8.385C19.612 22.954 24 17.99 24 12Z\"\u003E\u003C/path\u003E\u003C/svg\u003E\u003C/div\u003E\u003C/a\u003E\u003Cdiv\u003E\u003C/div\u003E\u003C/div\u003E\u003C/div\u003E\u003Cdiv data-testid=\"snowflake-footer-youtube\" class=\"snowflake-button-icon snowflake-button-white snowflake-footer-social-item\"\u003E\u003Cdiv class=\"snowflake-button-icon \"\u003E\u003Ca href=\"https://www.youtube.com/user/snowflakecomputing\" data-testid=\"button-external\" aria-label=\"YouTube\" role=\"button\" class=\"snowflake-button-container\" title=\"YouTube\" tabindex=\"0\" target=\"_blank\" rel=\"noreferrer\"\u003E\u003Cdiv data-testid=\"button-icon-wrapper\"\u003E\u003Csvg xmlns=\"http://www.w3.org/2000/svg\" fill=\"currentColor\" viewBox=\"0 0 24 24\" class=\"button-icon\"\u003E\u003Cpath d=\"M23.76 7.2s-.233-1.655-.955-2.381c-.914-.956-1.936-.961-2.405-1.017-3.356-.244-8.395-.244-8.395-.244h-.01s-5.039 0-8.395.244c-.469.056-1.49.06-2.405 1.017C.473 5.545.244 7.2.244 7.2S0 9.145 0 11.086v1.819c0 1.94.24 3.886.24 3.886s.233 1.654.95 2.38c.915.957 2.115.924 2.65 1.027 1.92.183 8.16.24 8.16.24s5.044-.01 8.4-.249c.469-.056 1.49-.06 2.405-1.017.722-.727.956-2.381.956-2.381S24 14.85 24 12.905v-1.819c0-1.94-.24-3.886-.24-3.886ZM9.52 15.113V8.367l6.483 3.385-6.483 3.36Z\"\u003E\u003C/path\u003E\u003C/svg\u003E\u003C/div\u003E\u003C/a\u003E\u003Cdiv\u003E\u003C/div\u003E\u003C/div\u003E\u003C/div\u003E\r\n\u003C/div\u003E","cssContent":".snowflake-hero-system .mktoButtonWrap.mktoSimple{margin-left:0 !important}.snowflake-hero-system .mktoHtmlText.mktoHasWidth{width:100% !important}.snowflake-hero-system .mktoForm .mktoButtonWrap.mktoSimple .mktoButton{text-transform:uppercase !important;font-family:'Texta',sans-serif !important;background-color:var(--ui-01) !important;border-color:var(--ui-01) !important;border-radius:48px !important;background-image:none !important;transition:300ms ease background-color}.snowflake-hero-system .mktoForm .mktoButtonWrap.mktoSimple .mktoButton:hover{background-color:var(--ui-02) !important;border-color:var(--ui-02) !important;transition:300ms ease background-color}.sf-footer__disclaimers{background-color:#042130}.sf-footer__disclaimers .snowflake-simple-stat-disclaimer p a{color:inherit;text-decoration:none !important}.sf-footer__disclaimers .snowflake-simple-stat-disclaimer p sup{margin-right:2px}.sf-footer__disclaimers .snowflake-simple-stat-disclaimer p{text-indent:-5px;padding-left:5px}.sf-footer__disclaimers-inner{border-top:1px solid rgba(255,255,255,.25);padding:40px 0}.sf-footer__disclaimers .snowflake-simple-stat{align-items:flex-start;text-align:left;color:rgba(255,255,255,.7);margin-bottom:10px}.sf-footer #ot-sdk-btn.ot-sdk-show-settings,.sf-footer #ot-sdk-btn.optanon-show-settings{color:rgba(255,255,255,.7) !important;text-underline-offset:4px;border-top:none;border-left:none;border-right:none;border-bottom:1px dotted transparent;background-color:transparent !important;background-image:none !important;transition:300ms ease text-decoration-color;padding:0 !important;font-size:12px;font-family:'Lato',sans-serif}.sf-footer #ot-sdk-btn.ot-sdk-show-settings:hover,.sf-footer #ot-sdk-btn.optanon-show-settings:hover{color:rgba(255,255,255,1) !important;border-bottom:1px dotted var(--ui-01);transition:300ms ease text-decoration-color}.sf-footer__legal-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:last-child{flex-shrink:0}.sf-footer__social{display:flex;justify-content:center;gap:12px}.sf-footer .snowflake-footer-social-item{margin:0 !important}.sf-footer .snowflake-footer-social-item a{line-height:0;background-color:rgba(3,24,35,.8);display:inline-block;width:48px !important;height:48px;border-radius:8px;display:inline-flex;justify-content:center;align-items:center;transition:300ms ease background-color}.sf-footer .snowflake-footer-social-item a:hover .button-icon{color:#fff !important}.sf-footer .snowflake-footer-social-item a:hover{background-color:var(--ui-01) !important;transition:300ms ease background-color}.sf-footer__bottom{padding-bottom:40px}.sf-footer{background-color:#042130}.sf-footer .optanon-toggle-display:hover{text-decoration-color:var(--ui-01) !important;cursor:pointer !important;text-underline-offset:4px;text-decoration-style:dotted !important;text-decoration-color:var(--ui-01);color:#fff !important;transition:300ms ease text-decoration-color;text-decoration:underline;opacity:1}.sf-footer-grid__inner\u003E.container\u003E.cmp-container\u003E.aem-container{row-gap:32px}.sf-footer__legal-container\u003E.container\u003E.cmp-container\u003E.aem-container{display:flex;flex-direction:column;justify-content:center;align-items:center;text-align:center;row-gap:16px}.sf-footer__legal-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv:nth-child(2){text-align:center;flex-grow:1}.sf-footer__legal-links li button,.sf-footer__legal-links li a,.sf-footer__legal-links li{margin:0;color:rgba(255,255,255,.7) !important;font-weight:500}.sf-footer__legal-links li a:hover{color:rgba(255,255,255,1) !important}.sf-footer div.sf-footer__copyright p,.sf-footer div.sf-footer__legal-links li,.sf-footer div.sf-footer__legal-links a,.sf-footer div.sf-footer__legal-links p{font-size:12px !important}.sf-footer__legal-links ul{list-style-type:none;margin:0;padding:0;display:flex;gap:20px;row-gap:12px;justify-content:center;flex-wrap:wrap;text-align:center}.sf-footer__legal-links li:last-child{width:100%}.sf-footer__legal-container\u003E.container\u003E.cmp-container\u003E.aem-container{text-align:right;flex-wrap:nowrap}.sf-footer__legal-links.align-left ul{justify-content:flex-start}.sf-footer__legal-container\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:auto}","isGSAPEnabled":false,":type":"snowflake-site/components/markup-editor"}},":itemsOrder":["text_copy_copy_16360_1890138623","markup_editor"],"appliedCssClassNames":"snowflake-responsive-component-top-padding-extra-small snowflake-responsive-container-inner-padding-none",":type":"snowflake-site/components/container"}},":itemsOrder":["container"],":type":"snowflake-site/components/flexible-column-container/flexible-column-content-container"},"isActiveTOC":false,":type":"snowflake-site/components/flexible-column-container","isBlogPage":false}},":itemsOrder":["flexible_column_cont"],"appliedCssClassNames":"snowflake-container snowflake-responsive-container-inner-padding-small",":type":"snowflake-site/components/container"}},":itemsOrder":["container_112062425"],"appliedCssClassNames":"snowflake-responsive-container-inner-padding-none",":type":"snowflake-site/components/container"},"markup_editor_copy_c":{"id":"markup-editor-e4f9060e58","title":"New css","cssContent":"div.snowflake-person-chip-avatar{width:80px !important}.snowflake-marketo-form .mktoFormRow .mktoFieldWrap .mktoCheckboxList{width:auto !important}.lp-quote-container__quote.bg-gray{background-color:var(--ui-background-05);padding:24px;border-radius:16px}body.resource-page .snowflake-simplified-lead-space-background-image__image{display:none !important}body.resource-page .snowflake-simplified-lead-space .snowflake-simplified-lead-space-background-image__inner{background-size:cover;background-repeat:no-repeat;background-position:center;background-image:url(https://publish-p57963-e462109.adobeaemcloud.com/adobe/dynamicmedia/deliver/dm-aid--e7111785-7144-43f8-a984-3d45608df815/default-simplified-lead-space.png)}.snowflake-container-arrow-large-gray-image{color:var(--divider-01);opacity:.2}.snowflake-card-v2-advanced-link:hover,.snowflake-card-v2-advanced-with-wistia:hover,.snowflake-customer-details-card{box-shadow:0 10px 20px 0 rgba(152,162,179,.1),0 2px 6px 0 rgba(152,162,179,.25)}.sf-footer .mktoFormRow .mktoHtmlText span{font-family:'Lato',sans-serif !important}.snowflake-button-primary.snowflake-button-blue .snowflake-button-container{justify-content:center}.related-chip-25{background-color:#fff;border:1px solid rgba(204,204,204,.5);border-radius:8px;padding:20px;position:relative}.related-chip-25:hover{box-shadow:rgba(152,162,179,.1) 0 10px 20px 0}.related-chip-25:hover::after{right:24px;transition:300ms ease right}.related-chip-25::after{content:'';display:block;transition:300ms ease right;background-image:url(\"data:image/svg+xml,%3Csvg width='8' height='14' viewBox='0 0 8 14' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M7.66699 7C7.66699 6.6571 7.53559 6.32825 7.30169 6.08578L2.34446 .947072C1.84529 .429617 1.0164 .429617 .517219 .947072C.0427878 1.43887 .042788 2.21798 .517219 2.70978L4.65591 7L.51722 11.2902C.0427889 11.782 .0427887 12.5611 .51722 13.0529C1.0164 13.5704 1.84529 13.5704 2.34447 13.0529L7.30169 7.91421C7.53559 7.67175 7.66699 7.34289 7.66699 7Z' fill='%2329B5E8'/%3E%3C/svg%3E%0A\");width:8px;height:14px;display:block;position:absolute;right:30px;top:50%;transform:translateY(-50%);background-size:contain;background-position:center;background-repeat:no-repeat}.related-chip-25 .heading-5-v2{font-size:22px;line-height:1.4}.related-chip-25 .snowflake-content-chip-image{width:48px}.related-chip-25 .snowflake-content-chip-image__image{aspect-ratio:1;height:auto;object-fit:contain}.related-chip-25 .snowflake-content-chip-button{display:none}.related-chip-25:hover::after{right:24px;transition:300ms ease right}.related-chip-25 .snowflake-content-chip-content-without-tag{flex-grow:1;padding-right:24px}.related-chip-25::after{content:'';display:block;transition:300ms ease right;background-image:url(\"data:image/svg+xml,%3Csvg width='8' height='14' viewBox='0 0 8 14' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath fill-rule='evenodd' clip-rule='evenodd' d='M7.66699 7C7.66699 6.6571 7.53559 6.32825 7.30169 6.08578L2.34446 .947072C1.84529 .429617 1.0164 .429617 .517219 .947072C.0427878 1.43887 .042788 2.21798 .517219 2.70978L4.65591 7L.51722 11.2902C.0427889 11.782 .0427887 12.5611 .51722 13.0529C1.0164 13.5704 1.84529 13.5704 2.34447 13.0529L7.30169 7.91421C7.53559 7.67175 7.66699 7.34289 7.66699 7Z' fill='%2329B5E8'/%3E%3C/svg%3E%0A\");width:8px;height:14px;display:block;position:absolute;right:30px;top:50%;transform:translateY(-50%);background-size:contain;background-position:center;background-repeat:no-repeat}.related-chip-25 .heading-5-v2{font-size:22px;line-height:1.1}.related-chip-25 .snowflake-content-chip-image{width:48px;flex-shrink:0}.related-chip-25 .snowflake-content-chip-image__image{aspect-ratio:1;height:auto;object-fit:contain}.related-chip-25 .snowflake-content-chip-button{display:none}.case-study-25.small-logo .snowflake-case-study-card-logo img{width:60px !important}.swiper-slide .case-study-25{width:95%;margin-left:auto;margin-right:auto}.case-study-25 .snowflake-case-study-card-logo img{width:140px !important;height:auto !important;transform:none !important;margin:24px 0 8px 0}.case-study-25 .snowflake-case-study-card-image__image{object-position:left center}.case-study-25 .snowflake-case-study-card-information-container{padding-right:24px}.case-study-25 ul{list-style-type:none;padding:0;margin:8px 0 0 0}.case-study-25 li{font-size:15px !important;line-height:1.3 !important;display:flex;flex-direction:column;border-left:4px solid var(--ui-01);padding-left:24px;margin-top:24px;color:#535862;gap:4px}.case-study-25 li b{display:block;font-family:'Texta',sans-serif;font-weight:900 !important;font-size:48px !important;line-height:.9 !important;color:var(--ui-01)}.case-study-25 .snowflake-case-study-card-description p{color:#535862}.case-study-25 .snowflake-case-study-card-description p:nth-child(2):not(:has(a)){color:#000;font-family:Texta;font-size:30px !important;line-height:1 !important;font-style:normal;font-weight:700;text-indent:-8px}.case-study-25.is-story .snowflake-case-study-card-description p:nth-child(2):not(:has(a)){text-indent:0}.case-study-25 .snowflake-case-study-card-key-card{background-color:transparent}.case-study-25 .snowflake-case-study-card-button{display:none}.case-study-25{border-radius:24px;overflow:hidden}@media screen and (min-width:1024px){.case-study-25 .snowflake-case-study-card-left-container{position:static;width:60%;min-height:0}.case-study-25 .snowflake-case-study-card-right-container::after{content:'';display:block;width:60%;max-width:340px;padding-bottom:50%;background-image:url(\"data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' fill='none' viewBox='0 0 22 16' class='snowflake-pushdown-banner-placeholder-arrow'%3E%3Cpath fill='%2329B5E8' fill-rule='evenodd' d='M17.865 8.756c.088-.274.124-.555.118-.834a2.551 2.551 0 0 0-1.3-2.142L7.887.76C6.645.055 5.063.475 4.35 1.7a2.535 2.535 0 0 0 .947 3.494l4.916 2.809-4.916 2.801a2.543 2.543 0 0 0-.947 3.502c.713 1.222 2.295 1.64 3.537.934l8.796-5.024a2.541 2.541 0 0 0 1.182-1.46Z' clip-rule='evenodd'%3E%3C/path%3E%3C/svg%3E\");background-size:contain;background-repeat:no-repeat;position:absolute;top:-10%;left:-20%}.case-study-25 .snowflake-case-study-card-right-container{max-width:none;width:40%;position:absolute;top:-5%;right:-5%;z-index:0;height:110%}}@media screen and (min-width:768px){.case-study-25 li{max-width:50%}.case-study-25 ul{display:flex;gap:48px}}.snowflake-text.section-eyebrow p{margin-left:auto;margin-right:auto;margin-bottom:16px !important}.snowflake-text.section-eyebrow p,.snowflake-text.eyebrow-text p{text-transform:uppercase;font-family:'Texta',sans-serif !important;font-weight:800 !important;letter-spacing:.025em;margin-bottom:12px;line-height:1.1 !important}.snowflake-title-v2.dynamic .heading-2-v2 span.snowflake-title-v2-line{font-size:clamp(2.5rem,3.5vw,4rem) !important;line-height:.85 !important}.checklist ul{padding:0;margin:0}.checklist ul li{list-style-type:none;padding-left:32px;position:relative}.checklist ul li:not(:last-child){margin-bottom:1em}.checklist ul li::before{content:'';display:inline-block;width:20px;height:20px;background-image:url(\"data:image/svg+xml,%3Csvg width='24' height='25' viewBox='0 0 24 25' fill='none' xmlns='http://www.w3.org/2000/svg'%3E%3Crect y='.985352' width='24' height='24' rx='12' fill='%23D4F0FA'/%3E%3Cpath d='M7.28613 13.2967L10.7147 16.7253L17.5718 9.86816' stroke='%2329B5E8' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'/%3E%3C/svg%3E%0A\");background-size:contain;background-repeat:no-repeat;position:absolute;top:3px;left:0}.last-line-blue .snowflake-typographyv2 .snowflake-title-v2-line:last-child{color:var(--ui-01)}.snowflake-text p sup{line-height:0}.snowflake-title-v2.lowercase .heading-3-v2{font-size:28px;line-height:1;text-transform:none;font-weight:700}.snowflake-title-v2.lowercase .heading-2-v2{font-size:32px;line-height:1;text-transform:none;font-weight:700}.content-chip-new{border:1px solid rgba(204,204,204,.5);border-radius:16px;overflow:hidden}.content-chip-new .snowflake-image-container{border-radius:0;display:none}.content-chip-new .snowflake-content-chip-image{margin-right:0;max-width:180px;flex-shrink:0}.content-chip-new .snowflake-content-chip-content{padding:24px}.content-chip-new .black-blue-text-color .snowflake-title-v2-line:first-child{font-size:24px;line-height:1.1}.content-chip-new .black-blue-text-color .snowflake-title-v2-line:not(:first-child){font-family:'Lato',sans-serif;font-size:17px;color:#535862 !important;font-weight:500;line-height:1.45;margin-top:8px;display:none}div.snowflake-text a{font-weight:normal;color:var(--ui-01);text-decoration:underline;text-underline-offset:4px;text-decoration-style:dotted !important;text-decoration-color:transparent;transition:300ms ease text-decoration-color}div.snowflake-text a:hover{text-decoration-color:var(--ui-01);transition:300ms ease text-decoration-color}.footer-nav__link-group .snowflake-button-container,.subnav__item--button,.snowflake-card-v2-advanced-button .snowflake-button-container{justify-content:flex-start}.button-container\u003E.container\u003E.cmp-container\u003E.aem-container{align-items:center}.button-container\u003E.container\u003E.cmp-container\u003E.aem-container .snowflake-button-primary+.snowflake-button-link{margin-left:12px !important}.snowflake-button-regular.snowflake-button-link .snowflake-button-container{font-size:18px !important;text-align:left;justify-content:flex-start;line-height:1.4 !important}body .snowflake-card-v2-advanced{border:1px solid rgba(204,204,204,.5);border-radius:var(--spacing-02);transition:300ms ease all}body .snowflake-card-v2-advanced:hover{transform:translateY(-10px);box-shadow:rgba(152,162,179,.1) 0 10px 20px 0;transition:300ms ease all}body .snowflake-card-v2-advanced-inner{border-bottom:none}body .snowflake-card-v2-advanced-image{line-height:0}body .snowflake-card-v2-advanced-image__image{aspect-ratio:16 / 9}body .snowflake-card-v2-advanced-content{position:relative}body .snowflake-card-v2-advanced-content::after{content:'';display:block;position:absolute;bottom:0;left:0;transition:300ms ease all;width:20%;height:4px;background-color:var(--ui-01);opacity:0}body .snowflake-card-v2-advanced:hover .snowflake-card-v2-advanced-content::after{width:100%;opacity:1;transition:300ms ease all}body .snowflake-card-v2-advanced .snowflake-button-link.snowflake-button-blue .snowflake-button-container\u003E.link-icon{transition:300ms ease transform}body .snowflake-card-v2-advanced:hover .snowflake-button-link.snowflake-button-blue .snowflake-button-container\u003E.link-icon{transform:translateX(4px);transition:300ms ease transform}.six-columns\u003E.container\u003E.cmp-container\u003E.aem-container,.three-columns\u003E.container\u003E.cmp-container\u003E.aem-container,.four-columns\u003E.container\u003E.cmp-container\u003E.aem-container,.five-columns\u003E.container\u003E.cmp-container\u003E.aem-container{display:flex;flex-wrap:wrap;gap:24px}.six-columns.align-center\u003E.container\u003E.cmp-container\u003E.aem-container,.three-columns.align-center\u003E.container\u003E.cmp-container\u003E.aem-container,.four-columns.align-center\u003E.container\u003E.cmp-container\u003E.aem-container,.five-columns.align-center\u003E.container\u003E.cmp-container\u003E.aem-container{justify-content:center}.three-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:100%;margin:0 !important}.six-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv,.four-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv,.five-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(50% - 12px);margin:0 !important}@media screen and (min-width:768px){.three-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(50% - 12px)}.six-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv,.four-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv,.five-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(33.333% - 16px)}}@media screen and (min-width:1024px){.snowflake-title-v2.lowercase .heading-3-v2{font-size:34px}.snowflake-title-v2.lowercase.larger .heading-2-v2{font-size:44px;line-height:.95}.three-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(33.333% - 16px)}.four-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(25% - 18px)}.five-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(20% - 19.2px)}.six-columns\u003E.container\u003E.cmp-container\u003E.aem-container\u003Ediv{width:calc(16.6666% - 20px)}.snowflake-title-v2.lowercase .heading-3-v2{font-size:28px !important}}@media screen and (min-width:1200px){.snowflake-title-v2.lowercase .heading-2-v2{font-size:40px}.content-chip-new .snowflake-content-chip-content{padding:32px}.content-chip-new .snowflake-image-container,.content-chip-new .black-blue-text-color .snowflake-title-v2-line:not(:first-child){display:block}}.promo-banner-25{border-radius:16px;overflow:hidden}.promo-banner-25 .snowflake-premium-content-banner-image-container{position:relative;max-width:380px}.promo-banner-25 .snowflake-text{color:#535862}.promo-banner-25 .snowflake-premium-content-banner-image__image{transform:translateY(8px);transition:300ms ease transform;border-radius:0;width:85%;margin:0 auto;display:block;position:relative;z-index:1}.promo-banner-25 .snowflake-premium-content-banner-image__link:hover .snowflake-premium-content-banner-image__image{transform:translateY(0);transition:300ms ease transform}.promo-banner-25 .snowflake-premium-content-banner-image__inner{height:auto;padding-top:24px}.promo-banner-25 .snowflake-premium-content-banner-image__link{position:relative;z-index:1;height:auto}.promo-banner-25 .snowflake-premium-content-banner-image__link::after{content:'';display:block;position:absolute;clip-path:polygon(0 0,66% 0,100% 100%,0 100%);bottom:0;left:0;width:100%;height:100%;background:var(--ui-01);transition:300ms ease width}.promo-banner-25 .snowflake-premium-content-banner-image__link:hover::after{width:110%;transition:300ms ease width}.sf-footer .snowflake-marketo-form .mktoFormRow .mktoFieldWrap select{background-position:95% 50%}.sf-footer__disclaimers .text-size-small .snowflake-text p{color:#fff !important;font-size:10px !important;opacity:.8}@media screen and (min-width:768px){.sf-footer__disclaimers .text-size-small .snowflake-text p{font-size:12px !important}}@media screen and (max-width:1023px){.mobile-top-padding{padding-top:64px}}@media (max-width:799px){.sf-footer .snowflake-marketo-form .mktoButtonWrap.mktoNative .mktoButton{width:100% !important}.sf-footer__logo{text-align:center;display:block;margin:0 auto}}.customer-card .snowflake-card-v2-advanced-image{aspect-ratio:4.35 / 1}.customer-card .snowflake-card-v2-advanced-image__image{width:100%;height:100%;padding-left:8px;object-fit:contain;object-position:left center;margin:0 !important;aspect-ratio:initial}.customer-card .snowflake-card-v2-advanced-image__inner{height:110px}.customer-card .snowflake-card-v2-advanced-tag-indicator{display:none}.pc-hero .snowflake-container-arrow-small-gray-image{top:-34% !important;width:18% !important}.pc-hero .snowflake-container-arrow-small-gray-image path{fill:var(--ui-01);opacity:1}@media screen and (max-width:767px){.mobile-padding-top{padding-top:64px}.hide-mobile{display:none !important}.pc-hero{padding-top:52px}.pc-hero p,.pc-hero .left-alignment .snowflake-title-v2-line,.pc-hero h1 span{text-align:center !important}}div.snowflake-pushdown-banner-button{margin-top:0}.swt-city-hero .mktoButtonWrap.mktoSimple{margin-left:0 !important}.swt-city-hero .mktoForm .mktoButtonWrap button.mktoButton:hover{background-color:#000 !important;background-image:none !important;boder-color:#000 !important}.swt-city-hero .mktoForm .mktoButtonWrap button.mktoButton{font-family:'Texta',sans-serif !important;border-radius:48px !important;border:none !important;box-shadow:none;text-shadow:none;font-size:16px !important;background-color:#7d44cf !important;width:100% !important;background-image:none !important;text-transform:uppercase !important}.swt-city-hero .mktoFieldWrap:has(#LblMarketing_Opt_in__c){justify-content:flex-end}.swt-city-hero .mktoLabel.mktoHasWidth{width:100% !important}","isGSAPEnabled":false,":type":"snowflake-site/components/markup-editor"}},":itemsOrder":["container_573483281_","markup_editor_copy_c"],":type":"snowflake-site/components/container"},"cq:metadata":{":type":"nt:unstructured"}},":itemsOrder":["root","cq:metadata"],"classNames":"aem-xf",":type":"snowflake-site/components/experiencefragment"}},":itemsOrder":["experiencefragment-header","responsivegrid","markup_editor","experiencefragment-footer"],":type":"wcm/foundation/components/responsivegrid"}},":itemsOrder":["root"],":hierarchyType":"page",":path":"/content/snowflake-site/global/en/webinars/virtual-hands-on-lab/snowflake-cortex-agents-mcp-exposing-agents-to-external-ai-clients-via-snowflake-mcp-2026-07-09","analyticsData":{"excludeFromAnalytics":false,"subCategory":"","pageType":"homepage","templateName":"demand-gen-template-20251","siteName":"snowflake","pageUrl":"/content/snowflake-site/global/en/webinars/virtual-hands-on-lab/snowflake-cortex-agents-mcp-exposing-agents-to-external-ai-clients-via-snowflake-mcp-2026-07-09","language":"en","category":"general","pageName":"Snowflake Cortex Agents + MCP: Exposing agents to external AI clients via Snowflake MCP","contentTags":["snowflake-site:taxonomy/region/americas","snowflake-site:taxonomy/content-type/lab-and-quickstart","snowflake-site:taxonomy/content-type/live"]},"coveoConfig":{"apiKey":"xx335921a6-2a0a-40f2-a167-e390b4766c3d","organizationId":"snowflakecomputingproduction8neljofn","searchHub":"snowflake.com","pipeline":"snowflake.com"},"isPasswordProtected":false,":mappedPath":"/en/webinars/virtual-hands-on-lab/snowflake-cortex-agents-mcp-exposing-agents-to-external-ai-clients-via-snowflake-mcp-2026-07-09/","analyticsContentTags":["snowflake-site:taxonomy/region/americas","snowflake-site:taxonomy/content-type/lab-and-quickstart","snowflake-site:taxonomy/content-type/live"],"analyticsEnabled":true,":type":"snowflake-site/components/structure/page","analyticsDebugMode":false,"locale":"en"}